|
1
|
{
|
|
2
|
"id": "id-1",
|
|
3
|
"title": "Video Quality Prediction Models Based on Video Content Dynamics for H.264 Video over UMTS Networks",
|
|
4
|
"abstract": "The aim of this paper is to present video quality prediction models for objective non-intrusive, prediction of H.264 encoded video for all content types combining parameters both in the physical and application layer over Universal Mobile Telecommunication Systems (UMTS) networks. In order to characterize the Quality of Service (QoS) level, a learning model based on Adaptive Neural Fuzzy Inference System (ANFIS) and a second model based on non-linear regression analysis is proposed to predict the video quality in terms of the Mean Opinion Score (MOS). The objective of the paper is two-fold. First, to find the impact of QoS parameters on end-to-end video quality for H.264 encoded video. Second, to develop learning models based on ANFIS and nonlinear regression analysis to predict video quality over UMTS networks by considering the impact of radio link loss models. The loss models considered are 2-state Markov models. Both the models are trained with a combination of physical and application layer parameters and validated with unseen dataset. Preliminary results show that good prediction accuracy was obtained from both the models. The work should help in the development of a reference-free video prediction model and QoS control methods for video over UMTS networks.",
|
|
5
|
"language": null,
|
|
6
|
"keywords": null,
|
|
7
|
"externalIdentifiers": {
|
|
8
|
"hindawi-id": "608138",
|
|
9
|
"doi": "10.1155/2010/608138"
|
|
10
|
},
|
|
11
|
"journal": "International Journal of Digital Multimedia Broadcasting",
|
|
12
|
"year": 2010,
|
|
13
|
"publisher": "Hindawi Publishing Corporation",
|
|
14
|
"references": [
|
|
15
|
{
|
|
16
|
"basicMetadata": {
|
|
17
|
"title": null,
|
|
18
|
"authors": [
|
|
19
|
"3GPP, TS"
|
|
20
|
],
|
|
21
|
"pages": null,
|
|
22
|
"source": "Third Generation Partnership Project: Technical Specification Group Access network; Radio Link Control,” RLC Specification (Release 5).",
|
|
23
|
"volume": null,
|
|
24
|
"year": null,
|
|
25
|
"edition": null,
|
|
26
|
"publisher": null,
|
|
27
|
"location": null,
|
|
28
|
"series": null,
|
|
29
|
"issue": "322",
|
|
30
|
"url": null
|
|
31
|
},
|
|
32
|
"position": 1,
|
|
33
|
"text": "[1] 3GPP TS 25.322, “Third Generation Partnership Project: Technical Specification Group Access network; Radio Link Control,” RLC Specification (Release 5)."
|
|
34
|
},
|
|
35
|
{
|
|
36
|
"basicMetadata": {
|
|
37
|
"title": "“Methods for subjective determination of transmission quality",
|
|
38
|
"authors": [
|
|
39
|
"Rec, ITU-T.",
|
|
40
|
"P"
|
|
41
|
],
|
|
42
|
"pages": null,
|
|
43
|
"source": null,
|
|
44
|
"volume": "800",
|
|
45
|
"year": "1996",
|
|
46
|
"edition": null,
|
|
47
|
"publisher": null,
|
|
48
|
"location": null,
|
|
49
|
"series": null,
|
|
50
|
"issue": null,
|
|
51
|
"url": null
|
|
52
|
},
|
|
53
|
"position": 2,
|
|
54
|
"text": "[2] ITU-T. Rec P.800, “Methods for subjective determination of transmission quality,” 1996."
|
|
55
|
},
|
|
56
|
{
|
|
57
|
"basicMetadata": {
|
|
58
|
"title": "Video quality experts group, “Multimedia group test plan",
|
|
59
|
"authors": null,
|
|
60
|
"pages": null,
|
|
61
|
"source": null,
|
|
62
|
"volume": null,
|
|
63
|
"year": "December 2005",
|
|
64
|
"edition": null,
|
|
65
|
"publisher": null,
|
|
66
|
"location": null,
|
|
67
|
"series": null,
|
|
68
|
"issue": "8",
|
|
69
|
"url": null
|
|
70
|
},
|
|
71
|
"position": 3,
|
|
72
|
"text": "[3] Video quality experts group, “Multimedia group test plan,” Draft version 1.8, December 2005, http://www.vqeg.org/."
|
|
73
|
},
|
|
74
|
{
|
|
75
|
"basicMetadata": {
|
|
76
|
"title": "Video quality assessment based on structural distortion measurement",
|
|
77
|
"authors": [
|
|
78
|
"Wang, Z.",
|
|
79
|
"Lu, L.",
|
|
80
|
"Bovik, A. C."
|
|
81
|
],
|
|
82
|
"pages": {
|
|
83
|
"start": "121",
|
|
84
|
"end": "132"
|
|
85
|
},
|
|
86
|
"source": "Signal Process- ing: Image Communication",
|
|
87
|
"volume": "19",
|
|
88
|
"year": "2004",
|
|
89
|
"edition": null,
|
|
90
|
"publisher": null,
|
|
91
|
"location": null,
|
|
92
|
"series": null,
|
|
93
|
"issue": "2",
|
|
94
|
"url": null
|
|
95
|
},
|
|
96
|
"position": 4,
|
|
97
|
"text": "[4] Z. Wang, L. Lu, and A. C. Bovik, “Video quality assessment based on structural distortion measurement,” Signal Process- ing: Image Communication, vol. 19, no. 2, pp. 121–132, 2004."
|
|
98
|
},
|
|
99
|
{
|
|
100
|
"basicMetadata": {
|
|
101
|
"title": null,
|
|
102
|
"authors": null,
|
|
103
|
"pages": null,
|
|
104
|
"source": null,
|
|
105
|
"volume": null,
|
|
106
|
"year": null,
|
|
107
|
"edition": null,
|
|
108
|
"publisher": null,
|
|
109
|
"location": null,
|
|
110
|
"series": null,
|
|
111
|
"issue": null,
|
|
112
|
"url": null
|
|
113
|
},
|
|
114
|
"position": 5,
|
|
115
|
"text": "[5] http://compression.ru/video/index.htm."
|
|
116
|
},
|
|
117
|
{
|
|
118
|
"basicMetadata": {
|
|
119
|
"title": null,
|
|
120
|
"authors": null,
|
|
121
|
"pages": null,
|
|
122
|
"source": null,
|
|
123
|
"volume": null,
|
|
124
|
"year": null,
|
|
125
|
"edition": null,
|
|
126
|
"publisher": null,
|
|
127
|
"location": null,
|
|
128
|
"series": null,
|
|
129
|
"issue": null,
|
|
130
|
"url": null
|
|
131
|
},
|
|
132
|
"position": 6,
|
|
133
|
"text": "[6] http://www.pevq.org/."
|
|
134
|
},
|
|
135
|
{
|
|
136
|
"basicMetadata": {
|
|
137
|
"title": null,
|
|
138
|
"authors": [
|
|
139
|
"Ries, M.",
|
|
140
|
"Rupp, M."
|
|
141
|
],
|
|
142
|
"pages": {
|
|
143
|
"start": "41",
|
|
144
|
"end": "50"
|
|
145
|
},
|
|
146
|
"source": "Journal of Communications",
|
|
147
|
"volume": "3",
|
|
148
|
"year": "2008",
|
|
149
|
"edition": null,
|
|
150
|
"publisher": null,
|
|
151
|
"location": null,
|
|
152
|
"series": null,
|
|
153
|
"issue": "1",
|
|
154
|
"url": null
|
|
155
|
},
|
|
156
|
"position": 7,
|
|
157
|
"text": "[7] M. Ries, O. Nemethova, and M. Rupp, “Video quality estimation for mobile H.264/AVC video streaming,” Journal of Communications, vol. 3, no. 1, pp. 41–50, 2008."
|
|
158
|
},
|
|
159
|
{
|
|
160
|
"basicMetadata": {
|
|
161
|
"title": "“A theoretical framework for end-to-end video quality prediction of MPEG-based sequences,”",
|
|
162
|
"authors": [
|
|
163
|
"Koumaras, H.",
|
|
164
|
"Kourtis, A.",
|
|
165
|
"Lin, H.",
|
|
166
|
"Shieh, C.-K."
|
|
167
|
],
|
|
168
|
"pages": null,
|
|
169
|
"source": "in Proceedings of the 3rd Interna- tional Conference on Networking and Services (ICNS ’07)",
|
|
170
|
"volume": null,
|
|
171
|
"year": "June 2007",
|
|
172
|
"edition": null,
|
|
173
|
"publisher": null,
|
|
174
|
"location": null,
|
|
175
|
"series": null,
|
|
176
|
"issue": null,
|
|
177
|
"url": null
|
|
178
|
},
|
|
179
|
"position": 8,
|
|
180
|
"text": "[8] H. Koumaras, A. Kourtis, C.-H. Lin, and C.-K. Shieh, “A theoretical framework for end-to-end video quality prediction of MPEG-based sequences,” in Proceedings of the 3rd Interna- tional Conference on Networking and Services (ICNS ’07), June 2007."
|
|
181
|
},
|
|
182
|
{
|
|
183
|
"basicMetadata": {
|
|
184
|
"title": "Objective quality evaluation model for videophone services",
|
|
185
|
"authors": [
|
|
186
|
"Yamagishi, K.",
|
|
187
|
"Tominaga, T.",
|
|
188
|
"Hayashi, T.",
|
|
189
|
"Takahashi, A."
|
|
190
|
],
|
|
191
|
"pages": null,
|
|
192
|
"source": "NTT Technical Review",
|
|
193
|
"volume": "5",
|
|
194
|
"year": "2007",
|
|
195
|
"edition": null,
|
|
196
|
"publisher": null,
|
|
197
|
"location": null,
|
|
198
|
"series": null,
|
|
199
|
"issue": "6",
|
|
200
|
"url": null
|
|
201
|
},
|
|
202
|
"position": 9,
|
|
203
|
"text": "[9] K. Yamagishi, T. Tominaga, T. Hayashi, and A. Takahashi, “Objective quality evaluation model for videophone services,” NTT Technical Review, vol. 5, no. 6, 2007."
|
|
204
|
},
|
|
205
|
{
|
|
206
|
"basicMetadata": {
|
|
207
|
"title": "“A “GAP-model” based framework for online VVoIP QoE measurement",
|
|
208
|
"authors": [
|
|
209
|
"Calyam, P.",
|
|
210
|
"Ekici, E.",
|
|
211
|
"Lee, C.-G.",
|
|
212
|
"Haffner, M.",
|
|
213
|
"Howes, N."
|
|
214
|
],
|
|
215
|
"pages": {
|
|
216
|
"start": "446",
|
|
217
|
"end": "456"
|
|
218
|
},
|
|
219
|
"source": "Journal of Communications and Networks",
|
|
220
|
"volume": "9",
|
|
221
|
"year": "2007",
|
|
222
|
"edition": null,
|
|
223
|
"publisher": null,
|
|
224
|
"location": null,
|
|
225
|
"series": null,
|
|
226
|
"issue": "4",
|
|
227
|
"url": null
|
|
228
|
},
|
|
229
|
"position": 10,
|
|
230
|
"text": "[10] P. Calyam, E. Ekici, C.-G. Lee, M. Haffner, and N. Howes, “A “GAP-model” based framework for online VVoIP QoE measurement,” Journal of Communications and Networks, vol. 9, no. 4, pp. 446–456, 2007."
|
|
231
|
},
|
|
232
|
{
|
|
233
|
"basicMetadata": {
|
|
234
|
"title": "Temporal aspect of perceived quality in mobile video broadcasting",
|
|
235
|
"authors": [
|
|
236
|
"Huynh-Thu, Q.",
|
|
237
|
"Ghanbari, M."
|
|
238
|
],
|
|
239
|
"pages": {
|
|
240
|
"start": "641",
|
|
241
|
"end": "651"
|
|
242
|
},
|
|
243
|
"source": "IEEE Trans- actions on Broadcasting",
|
|
244
|
"volume": "54",
|
|
245
|
"year": "2008",
|
|
246
|
"edition": null,
|
|
247
|
"publisher": null,
|
|
248
|
"location": null,
|
|
249
|
"series": null,
|
|
250
|
"issue": "3",
|
|
251
|
"url": null
|
|
252
|
},
|
|
253
|
"position": 11,
|
|
254
|
"text": "[11] Q. Huynh-Thu and M. Ghanbari, “Temporal aspect of perceived quality in mobile video broadcasting,” IEEE Trans- actions on Broadcasting, vol. 54, no. 3, pp. 641–651, 2008."
|
|
255
|
},
|
|
256
|
{
|
|
257
|
"basicMetadata": {
|
|
258
|
"title": "“Content-based video quality prediction for MPEG4 video streaming over wireless networks",
|
|
259
|
"authors": [
|
|
260
|
"Khan, A.",
|
|
261
|
"Ifeachor, E."
|
|
262
|
],
|
|
263
|
"pages": {
|
|
264
|
"start": "228",
|
|
265
|
"end": "239"
|
|
266
|
},
|
|
267
|
"source": "Journal of Multimedia",
|
|
268
|
"volume": "4",
|
|
269
|
"year": "2009",
|
|
270
|
"edition": null,
|
|
271
|
"publisher": null,
|
|
272
|
"location": null,
|
|
273
|
"series": null,
|
|
274
|
"issue": "4",
|
|
275
|
"url": null
|
|
276
|
},
|
|
277
|
"position": 12,
|
|
278
|
"text": "[12] A. Khan, L. Sun, and E. Ifeachor, “Content-based video quality prediction for MPEG4 video streaming over wireless networks,” Journal of Multimedia, vol. 4, no. 4, pp. 228–239, 2009."
|
|
279
|
},
|
|
280
|
{
|
|
281
|
"basicMetadata": {
|
|
282
|
"title": "The impact of link error modeling on the quality of streamed video in wireless networks,”",
|
|
283
|
"authors": [
|
|
284
|
"Karner, W.",
|
|
285
|
"Rupp, M."
|
|
286
|
],
|
|
287
|
"pages": {
|
|
288
|
"start": "694",
|
|
289
|
"end": "698"
|
|
290
|
},
|
|
291
|
"source": "in Proceedings of the 3rd International Symposium on Wireless Communication Systems (ISWCS ’06)",
|
|
292
|
"volume": null,
|
|
293
|
"year": "September 2006",
|
|
294
|
"edition": null,
|
|
295
|
"publisher": null,
|
|
296
|
"location": null,
|
|
297
|
"series": null,
|
|
298
|
"issue": null,
|
|
299
|
"url": null
|
|
300
|
},
|
|
301
|
"position": 13,
|
|
302
|
"text": "[13] W. Karner, O. Nemethova, and M. Rupp, “The impact of link error modeling on the quality of streamed video in wireless networks,” in Proceedings of the 3rd International Symposium on Wireless Communication Systems (ISWCS ’06), pp. 694–698, Valencia, Spain, September 2006."
|
|
303
|
},
|
|
304
|
{
|
|
305
|
"basicMetadata": {
|
|
306
|
"title": "Error control tech- niques for efficient multicast streaming in UMTS networks: proposals and performance evaluation",
|
|
307
|
"authors": [
|
|
308
|
"Rossi, M.",
|
|
309
|
"Zorzi, M."
|
|
310
|
],
|
|
311
|
"pages": null,
|
|
312
|
"source": "” Journal on Systemics, Cybernetics and Informatics",
|
|
313
|
"volume": "2",
|
|
314
|
"year": "2004",
|
|
315
|
"edition": null,
|
|
316
|
"publisher": null,
|
|
317
|
"location": null,
|
|
318
|
"series": null,
|
|
319
|
"issue": "3",
|
|
320
|
"url": null
|
|
321
|
},
|
|
322
|
"position": 14,
|
|
323
|
"text": "[14] M. Rossi, L. Scaranari, and M. Zorzi, “Error control tech- niques for efficient multicast streaming in UMTS networks: proposals and performance evaluation,” Journal on Systemics, Cybernetics and Informatics, vol. 2, no. 3, 2004."
|
|
324
|
},
|
|
325
|
{
|
|
326
|
"basicMetadata": {
|
|
327
|
"title": "UMTS Parameterization for Real-Time Flows",
|
|
328
|
"authors": [
|
|
329
|
"Peteghem, H.",
|
|
330
|
"De Vleeschouwer, C."
|
|
331
|
],
|
|
332
|
"pages": null,
|
|
333
|
"source": null,
|
|
334
|
"volume": null,
|
|
335
|
"year": "August 2007",
|
|
336
|
"edition": null,
|
|
337
|
"publisher": null,
|
|
338
|
"location": null,
|
|
339
|
"series": null,
|
|
340
|
"issue": null,
|
|
341
|
"url": null
|
|
342
|
},
|
|
343
|
"position": 15,
|
|
344
|
"text": "[15] H. Peteghem, L. Schumacher, and C. De Vleeschouwer, UMTS Parameterization for Real-Time Flows, Qshine, Vancouver, Canada, August 2007."
|
|
345
|
},
|
|
346
|
{
|
|
347
|
"basicMetadata": {
|
|
348
|
"title": "Evaluation of UMTS RLC parameters for MPEG4 video streaming,”",
|
|
349
|
"authors": [
|
|
350
|
"Panchaem, A.",
|
|
351
|
"Kamolpiwong, S.",
|
|
352
|
"Unhawiwat, M.",
|
|
353
|
"Sae- wong, S."
|
|
354
|
],
|
|
355
|
"pages": null,
|
|
356
|
"source": "ECTI Transactions on Computer and Infor- mation Technology",
|
|
357
|
"volume": "3",
|
|
358
|
"year": "2007",
|
|
359
|
"edition": null,
|
|
360
|
"publisher": null,
|
|
361
|
"location": null,
|
|
362
|
"series": null,
|
|
363
|
"issue": "1",
|
|
364
|
"url": null
|
|
365
|
},
|
|
366
|
"position": 16,
|
|
367
|
"text": "[16] A. Panchaem, S. Kamolpiwong, M. Unhawiwat, and S. Sae- wong, “Evaluation of UMTS RLC parameters for MPEG4 video streaming,” ECTI Transactions on Computer and Infor- mation Technology, vol. 3, no. 1, 2007."
|
|
368
|
},
|
|
369
|
{
|
|
370
|
"basicMetadata": {
|
|
371
|
"title": "Impact of the video slice size on the visual quality for H.264 over 3G UMTS services,”",
|
|
372
|
"authors": [
|
|
373
|
"Fajardo, J. O.",
|
|
374
|
"Liberal, F.",
|
|
375
|
"Bilbao, N."
|
|
376
|
],
|
|
377
|
"pages": null,
|
|
378
|
"source": "in Proceedings of the 6th International Conference on Broadband Communications, Networks and Systems, (BROAD- NETS ’09)",
|
|
379
|
"volume": null,
|
|
380
|
"year": "September 2009",
|
|
381
|
"edition": null,
|
|
382
|
"publisher": null,
|
|
383
|
"location": null,
|
|
384
|
"series": null,
|
|
385
|
"issue": null,
|
|
386
|
"url": null
|
|
387
|
},
|
|
388
|
"position": 17,
|
|
389
|
"text": "[17] J. O. Fajardo, F. Liberal, and N. Bilbao, “Impact of the video slice size on the visual quality for H.264 over 3G UMTS services,” in Proceedings of the 6th International Conference on Broadband Communications, Networks and Systems, (BROAD- NETS ’09), Madrid, Spain, September 2009."
|
|
390
|
},
|
|
391
|
{
|
|
392
|
"basicMetadata": {
|
|
393
|
"title": "Perfor- mance evaluation of MPEG-4 video streaming over UMTS networks using an integrated tool environment,”",
|
|
394
|
"authors": [
|
|
395
|
"Lo, A.",
|
|
396
|
"Heijenk, G. J.",
|
|
397
|
"Niemegeers, I. G. M. M."
|
|
398
|
],
|
|
399
|
"pages": {
|
|
400
|
"start": "676",
|
|
401
|
"end": "682"
|
|
402
|
},
|
|
403
|
"source": "in Proceed- ings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS ’05)",
|
|
404
|
"volume": null,
|
|
405
|
"year": "July 2005",
|
|
406
|
"edition": null,
|
|
407
|
"publisher": null,
|
|
408
|
"location": null,
|
|
409
|
"series": null,
|
|
410
|
"issue": null,
|
|
411
|
"url": null
|
|
412
|
},
|
|
413
|
"position": 18,
|
|
414
|
"text": "[18] A. Lo, G. J. Heijenk, and I. G. M. M. Niemegeers, “Perfor- mance evaluation of MPEG-4 video streaming over UMTS networks using an integrated tool environment,” in Proceed- ings of the International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS ’05), pp. 676–682, Philadelphia, Pa, USA, July 2005."
|
|
415
|
},
|
|
416
|
{
|
|
417
|
"basicMetadata": {
|
|
418
|
"title": "Performance of video tele- phony services in UMTS using live measurements and net- work emulation,”",
|
|
419
|
"authors": [
|
|
420
|
"Malkowski, M.",
|
|
421
|
"ClaBen, D."
|
|
422
|
],
|
|
423
|
"pages": {
|
|
424
|
"start": "19",
|
|
425
|
"end": "32"
|
|
426
|
},
|
|
427
|
"source": "Wireless Personal Communications",
|
|
428
|
"volume": "46",
|
|
429
|
"year": "2008",
|
|
430
|
"edition": null,
|
|
431
|
"publisher": null,
|
|
432
|
"location": null,
|
|
433
|
"series": null,
|
|
434
|
"issue": "1",
|
|
435
|
"url": null
|
|
436
|
},
|
|
437
|
"position": 19,
|
|
438
|
"text": "[19] M. Malkowski and D. ClaBen, “Performance of video tele- phony services in UMTS using live measurements and net- work emulation,” Wireless Personal Communications, vol. 46, no. 1, pp. 19–32, 2008."
|
|
439
|
},
|
|
440
|
{
|
|
441
|
"basicMetadata": {
|
|
442
|
"title": "Capacity of a burst-noise channel,”",
|
|
443
|
"authors": [
|
|
444
|
"Gilbert, E. N."
|
|
445
|
],
|
|
446
|
"pages": {
|
|
447
|
"start": "1253",
|
|
448
|
"end": "1265"
|
|
449
|
},
|
|
450
|
"source": "Bell Systems Technical Journal",
|
|
451
|
"volume": "39",
|
|
452
|
"year": "1960",
|
|
453
|
"edition": null,
|
|
454
|
"publisher": null,
|
|
455
|
"location": null,
|
|
456
|
"series": null,
|
|
457
|
"issue": null,
|
|
458
|
"url": null
|
|
459
|
},
|
|
460
|
"position": 20,
|
|
461
|
"text": "[20] E. N. Gilbert, “Capacity of a burst-noise channel,” Bell Systems Technical Journal, vol. 39, pp. 1253–1265, 1960."
|
|
462
|
},
|
|
463
|
{
|
|
464
|
"basicMetadata": {
|
|
465
|
"title": "Automatic equalization for digital communica- tion",
|
|
466
|
"authors": [
|
|
467
|
"Lucky, R. W."
|
|
468
|
],
|
|
469
|
"pages": {
|
|
470
|
"start": "547",
|
|
471
|
"end": "588"
|
|
472
|
},
|
|
473
|
"source": "Bell Systems Technical Journal",
|
|
474
|
"volume": "44",
|
|
475
|
"year": "1965",
|
|
476
|
"edition": null,
|
|
477
|
"publisher": null,
|
|
478
|
"location": null,
|
|
479
|
"series": null,
|
|
480
|
"issue": "4",
|
|
481
|
"url": null
|
|
482
|
},
|
|
483
|
"position": 21,
|
|
484
|
"text": "[21] R. W. Lucky, “Automatic equalization for digital communica- tion,” Bell Systems Technical Journal, vol. 44, no. 4, pp. 547– 588, 1965."
|
|
485
|
},
|
|
486
|
{
|
|
487
|
"basicMetadata": {
|
|
488
|
"title": null,
|
|
489
|
"authors": null,
|
|
490
|
"pages": {
|
|
491
|
"start": "0222",
|
|
492
|
"end": "0222"
|
|
493
|
},
|
|
494
|
"source": null,
|
|
495
|
"volume": "60",
|
|
496
|
"year": null,
|
|
497
|
"edition": null,
|
|
498
|
"publisher": null,
|
|
499
|
"location": null,
|
|
500
|
"series": null,
|
|
501
|
"issue": null,
|
|
502
|
"url": null
|
|
503
|
},
|
|
504
|
"position": 22,
|
|
505
|
"text": "[22] ITU-T Rec. M.60, 3008; ITU-T Rec.Q.9, 0222."
|
|
506
|
},
|
|
507
|
{
|
|
508
|
"basicMetadata": {
|
|
509
|
"title": "Link error analysis and modeling for video streaming cross-layer design in mobile communication networks",
|
|
510
|
"authors": [
|
|
511
|
"Karner, W.",
|
|
512
|
"Nemethova, O.",
|
|
513
|
"Svoboda, P.",
|
|
514
|
"Rupp, M."
|
|
515
|
],
|
|
516
|
"pages": {
|
|
517
|
"start": "569",
|
|
518
|
"end": "595"
|
|
519
|
},
|
|
520
|
"source": "ETRI Journal",
|
|
521
|
"volume": "29",
|
|
522
|
"year": "2007",
|
|
523
|
"edition": null,
|
|
524
|
"publisher": null,
|
|
525
|
"location": null,
|
|
526
|
"series": null,
|
|
527
|
"issue": "5",
|
|
528
|
"url": null
|
|
529
|
},
|
|
530
|
"position": 23,
|
|
531
|
"text": "[23] W. Karner, O. Nemethova, P. Svoboda, and M. Rupp, “Link error analysis and modeling for video streaming cross-layer design in mobile communication networks,” ETRI Journal, vol. 29, no. 5, pp. 569–595, 2007."
|
|
532
|
},
|
|
533
|
{
|
|
534
|
"basicMetadata": {
|
|
535
|
"title": "Perspectives on the impact of error statistics on protocols for wireless networks",
|
|
536
|
"authors": [
|
|
537
|
"Zorzi, M.",
|
|
538
|
"Rao, R. R."
|
|
539
|
],
|
|
540
|
"pages": {
|
|
541
|
"start": "32",
|
|
542
|
"end": "40"
|
|
543
|
},
|
|
544
|
"source": "IEEE Personal Communications",
|
|
545
|
"volume": "6",
|
|
546
|
"year": "1999",
|
|
547
|
"edition": null,
|
|
548
|
"publisher": null,
|
|
549
|
"location": null,
|
|
550
|
"series": null,
|
|
551
|
"issue": "5",
|
|
552
|
"url": null
|
|
553
|
},
|
|
554
|
"position": 24,
|
|
555
|
"text": "[24] M. Zorzi and R. R. Rao, “Perspectives on the impact of error statistics on protocols for wireless networks,” IEEE Personal Communications, vol. 6, no. 5, pp. 32–40, 1999."
|
|
556
|
},
|
|
557
|
{
|
|
558
|
"basicMetadata": {
|
|
559
|
"title": "ANFIS: adaptive-network-based fuzzy inference system",
|
|
560
|
"authors": [
|
|
561
|
"Jang, J.-S. R."
|
|
562
|
],
|
|
563
|
"pages": {
|
|
564
|
"start": "665",
|
|
565
|
"end": "685"
|
|
566
|
},
|
|
567
|
"source": "IEEE Transactions on Systems, Man and Cybernetics",
|
|
568
|
"volume": "23",
|
|
569
|
"year": "1993",
|
|
570
|
"edition": null,
|
|
571
|
"publisher": null,
|
|
572
|
"location": null,
|
|
573
|
"series": null,
|
|
574
|
"issue": "3",
|
|
575
|
"url": null
|
|
576
|
},
|
|
577
|
"position": 25,
|
|
578
|
"text": "[25] J.-S. R. Jang, “ANFIS: adaptive-network-based fuzzy inference system,” IEEE Transactions on Systems, Man and Cybernetics, vol. 23, no. 3, pp. 665–685, 1993."
|
|
579
|
},
|
|
580
|
{
|
|
581
|
"basicMetadata": {
|
|
582
|
"title": null,
|
|
583
|
"authors": [
|
|
584
|
"“, JM H."
|
|
585
|
],
|
|
586
|
"pages": null,
|
|
587
|
"source": null,
|
|
588
|
"volume": null,
|
|
589
|
"year": null,
|
|
590
|
"edition": null,
|
|
591
|
"publisher": null,
|
|
592
|
"location": null,
|
|
593
|
"series": null,
|
|
594
|
"issue": null,
|
|
595
|
"url": null
|
|
596
|
},
|
|
597
|
"position": 26,
|
|
598
|
"text": "[26] “JM H.264 Software,” http://iphome.hhi.de/suehring/tml/."
|
|
599
|
},
|
|
600
|
{
|
|
601
|
"basicMetadata": {
|
|
602
|
"title": null,
|
|
603
|
"authors": null,
|
|
604
|
"pages": null,
|
|
605
|
"source": null,
|
|
606
|
"volume": null,
|
|
607
|
"year": null,
|
|
608
|
"edition": null,
|
|
609
|
"publisher": null,
|
|
610
|
"location": null,
|
|
611
|
"series": null,
|
|
612
|
"issue": null,
|
|
613
|
"url": null
|
|
614
|
},
|
|
615
|
"position": 27,
|
|
616
|
"text": "[27] “OPNET for research,” http://www.opnet.com/."
|
|
617
|
},
|
|
618
|
{
|
|
619
|
"basicMetadata": {
|
|
620
|
"title": null,
|
|
621
|
"authors": null,
|
|
622
|
"pages": null,
|
|
623
|
"source": null,
|
|
624
|
"volume": null,
|
|
625
|
"year": null,
|
|
626
|
"edition": null,
|
|
627
|
"publisher": null,
|
|
628
|
"location": null,
|
|
629
|
"series": null,
|
|
630
|
"issue": null,
|
|
631
|
"url": null
|
|
632
|
},
|
|
633
|
"position": 28,
|
|
634
|
"text": "[28] “Raw video sequences,” http://trace.eas.asu.edu/yuv/index. html."
|
|
635
|
},
|
|
636
|
{
|
|
637
|
"basicMetadata": {
|
|
638
|
"title": "“EvalVid—a framework for video transmission and quality evaluation,”",
|
|
639
|
"authors": [
|
|
640
|
"Klaue, J.",
|
|
641
|
"Rathke, B.",
|
|
642
|
"Wolisz, A."
|
|
643
|
],
|
|
644
|
"pages": {
|
|
645
|
"start": "255",
|
|
646
|
"end": "272"
|
|
647
|
},
|
|
648
|
"source": "in Proceedings of the 13th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation",
|
|
649
|
"volume": "2794",
|
|
650
|
"year": "2003",
|
|
651
|
"edition": null,
|
|
652
|
"publisher": null,
|
|
653
|
"location": null,
|
|
654
|
"series": null,
|
|
655
|
"issue": null,
|
|
656
|
"url": null
|
|
657
|
},
|
|
658
|
"position": 29,
|
|
659
|
"text": "[29] J. Klaue, B. Rathke, and A. Wolisz, “EvalVid—a framework for video transmission and quality evaluation,” in Proceedings of the 13th International Conference on Modelling Techniques and Tools for Computer Performance Evaluation, vol. 2794, pp. 255– 272, Urbana, Ill, USA, 2003."
|
|
660
|
},
|
|
661
|
{
|
|
662
|
"basicMetadata": {
|
|
663
|
"title": null,
|
|
664
|
"authors": [
|
|
665
|
"Snedecor, G. W.",
|
|
666
|
"Cochran, W. G.",
|
|
667
|
"Methods, Statistical"
|
|
668
|
],
|
|
669
|
"pages": null,
|
|
670
|
"source": null,
|
|
671
|
"volume": null,
|
|
672
|
"year": "1989",
|
|
673
|
"edition": null,
|
|
674
|
"publisher": null,
|
|
675
|
"location": null,
|
|
676
|
"series": null,
|
|
677
|
"issue": null,
|
|
678
|
"url": null
|
|
679
|
},
|
|
680
|
"position": 30,
|
|
681
|
"text": "[30] G. W. Snedecor and W. G. Cochran, Statistical Methods, Iowa State University Press, Iowa, Iowa, USA, 8th edition, 1989."
|
|
682
|
},
|
|
683
|
{
|
|
684
|
"basicMetadata": {
|
|
685
|
"title": null,
|
|
686
|
"authors": [
|
|
687
|
"Hochberg, Y.",
|
|
688
|
"Tamhane, A. C."
|
|
689
|
],
|
|
690
|
"pages": null,
|
|
691
|
"source": null,
|
|
692
|
"volume": null,
|
|
693
|
"year": "1987",
|
|
694
|
"edition": null,
|
|
695
|
"publisher": null,
|
|
696
|
"location": null,
|
|
697
|
"series": null,
|
|
698
|
"issue": null,
|
|
699
|
"url": null
|
|
700
|
},
|
|
701
|
"position": 31,
|
|
702
|
"text": "[31] Y. Hochberg and A. C. Tamhane, Multiple Comparison Proce- dures, John Wiley \u0026 Sons, New York, NY, USA, 1987."
|
|
703
|
},
|
|
704
|
{
|
|
705
|
"basicMetadata": {
|
|
706
|
"title": "Controlling mul- timedia QoS in the future home network using the PSQA metric",
|
|
707
|
"authors": [
|
|
708
|
"Rubino, G.",
|
|
709
|
"Varela, M.",
|
|
710
|
"Bonnin, J.-M."
|
|
711
|
],
|
|
712
|
"pages": {
|
|
713
|
"start": "137",
|
|
714
|
"end": "155"
|
|
715
|
},
|
|
716
|
"source": "Computer Journal",
|
|
717
|
"volume": "49",
|
|
718
|
"year": "2006",
|
|
719
|
"edition": null,
|
|
720
|
"publisher": null,
|
|
721
|
"location": null,
|
|
722
|
"series": null,
|
|
723
|
"issue": "2",
|
|
724
|
"url": null
|
|
725
|
},
|
|
726
|
"position": 32,
|
|
727
|
"text": "[32] G. Rubino, M. Varela, and J.-M. Bonnin, “Controlling mul- timedia QoS in the future home network using the PSQA metric,” Computer Journal, vol. 49, no. 2, pp. 137–155, 2006."
|
|
728
|
}
|
|
729
|
],
|
|
730
|
"authors": [
|
|
731
|
{
|
|
732
|
"authorFullName": "Asiya Khan",
|
|
733
|
"affiliationPositions": [
|
|
734
|
0
|
|
735
|
]
|
|
736
|
},
|
|
737
|
{
|
|
738
|
"authorFullName": "Lingfen Sun",
|
|
739
|
"affiliationPositions": [
|
|
740
|
0
|
|
741
|
]
|
|
742
|
},
|
|
743
|
{
|
|
744
|
"authorFullName": "Emmanuel Ifeachor",
|
|
745
|
"affiliationPositions": [
|
|
746
|
0
|
|
747
|
]
|
|
748
|
},
|
|
749
|
{
|
|
750
|
"authorFullName": "Jose-Oscar Fajardo",
|
|
751
|
"affiliationPositions": [
|
|
752
|
1
|
|
753
|
]
|
|
754
|
},
|
|
755
|
{
|
|
756
|
"authorFullName": "Fidel Liberal",
|
|
757
|
"affiliationPositions": [
|
|
758
|
1
|
|
759
|
]
|
|
760
|
},
|
|
761
|
{
|
|
762
|
"authorFullName": "Harilaos Koumaras",
|
|
763
|
"affiliationPositions": [
|
|
764
|
2
|
|
765
|
]
|
|
766
|
}
|
|
767
|
],
|
|
768
|
"affiliations": [
|
|
769
|
{
|
|
770
|
"organization": "Centre for Signal Processing and Multimedia Communication, School of Computing, University of Plymouth",
|
|
771
|
"country": " UK",
|
|
772
|
"rawText": "Centre for Signal Processing and Multimedia Communication, School of Computing, Communications and Electronics, University of Plymouth, Plymouth PL4 8AA, UK"
|
|
773
|
},
|
|
774
|
{
|
|
775
|
"organization": "Department of Electronics and Telecommunications, University of the Basque Country (UPV/EHU)",
|
|
776
|
"country": " Spain",
|
|
777
|
"rawText": "Department of Electronics and Telecommunications, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain"
|
|
778
|
},
|
|
779
|
{
|
|
780
|
"organization": "Institute of Informatics and Telecommunications",
|
|
781
|
"country": " 15310 Athens, Greece",
|
|
782
|
"rawText": "Institute of Informatics and Telecommunications, NCSR Demokritos, 15310 Athens, Greece"
|
|
783
|
}
|
|
784
|
],
|
|
785
|
"volume": "2010",
|
|
786
|
"issue": null,
|
|
787
|
"pages": null
|
|
788
|
}
|
|
789
|
{
|
|
790
|
"id": "id-2",
|
|
791
|
"title": "Stability Criteria of Fullerene-like Nanoparticles: Comparing V2O5 to Layered Metal Dichalcogenides and Dihalides",
|
|
792
|
"abstract": "Numerous examples of closed-cage nanostructures, such as nested fullerene-like nanoparticles and nanotubes, formed by the folding of materials with layered structure are known. These compounds include WS2, NiCl2, CdCl2, Cs2O, and recently V2O5. Layered materials, whose chemical bonds are highly ionic in character, possess relatively stiff layers, which cannot be evenly folded. Thus, stress-relief generally results in faceted nanostructures seamed by edge-defects. V2O5, is a metal oxide compound with a layered structure. The study of the seams in nearly perfect inorganic \"fullerene-like\" hollow V2O5 nanoparticles (NIFV2O5) synthesized by pulsed laser ablation (PLA), is discussed in the present work. The relation between the formation mechanism and the seams between facets is examined. The formation mechanism of the NIF-V2O5 is discussed in comparison to fullerene-like structures of other layered materials, like IF structures of MoS2, CdCl2, and Cs2O. The criteria for the perfect seaming of such hollow closed structures are highlighted.",
|
|
793
|
"language": null,
|
|
794
|
"keywords": null,
|
|
795
|
"externalIdentifiers": {
|
|
796
|
"doi": "10.3390/ma3084428"
|
|
797
|
},
|
|
798
|
"journal": "Materials",
|
|
799
|
"year": 2010,
|
|
800
|
"publisher": null,
|
|
801
|
"references": [
|
|
802
|
{
|
|
803
|
"basicMetadata": {
|
|
804
|
"title": "Recent Progress in the Study of Inorganic Nanotubes and Fullerene-Like Structures",
|
|
805
|
"authors": [
|
|
806
|
"Tenne",
|
|
807
|
"Seifert, G."
|
|
808
|
],
|
|
809
|
"pages": {
|
|
810
|
"start": "387",
|
|
811
|
"end": "413"
|
|
812
|
},
|
|
813
|
"source": "Ann. Rev. Mater. Res",
|
|
814
|
"volume": "39",
|
|
815
|
"year": "2009",
|
|
816
|
"edition": null,
|
|
817
|
"publisher": null,
|
|
818
|
"location": null,
|
|
819
|
"series": null,
|
|
820
|
"issue": null,
|
|
821
|
"url": null
|
|
822
|
},
|
|
823
|
"position": 1,
|
|
824
|
"text": "1. Tenne, R.; Seifert, G. Recent Progress in the Study of Inorganic Nanotubes and Fullerene-Like Structures. Ann. Rev. Mater. Res. 2009, 39, 387-413."
|
|
825
|
},
|
|
826
|
{
|
|
827
|
"basicMetadata": {
|
|
828
|
"title": "Synthesis of Inorganic Nanotubes",
|
|
829
|
"authors": [
|
|
830
|
"Rao, C.N.R.",
|
|
831
|
"; Achutharao, G."
|
|
832
|
],
|
|
833
|
"pages": {
|
|
834
|
"start": "4208",
|
|
835
|
"end": "4233"
|
|
836
|
},
|
|
837
|
"source": "J. Adv. Mater",
|
|
838
|
"volume": "21",
|
|
839
|
"year": "2009",
|
|
840
|
"edition": null,
|
|
841
|
"publisher": null,
|
|
842
|
"location": null,
|
|
843
|
"series": null,
|
|
844
|
"issue": null,
|
|
845
|
"url": null
|
|
846
|
},
|
|
847
|
"position": 2,
|
|
848
|
"text": "2. Rao, C.N.R.; Achutharao, G. Synthesis of Inorganic Nanotubes. J. Adv. Mater. 2009, 21, 4208-4233."
|
|
849
|
},
|
|
850
|
{
|
|
851
|
"basicMetadata": {
|
|
852
|
"title": null,
|
|
853
|
"authors": [
|
|
854
|
"Tenne, L.",
|
|
855
|
"Genut, M.",
|
|
856
|
"Hodes, G.",
|
|
857
|
"Polyhedral"
|
|
858
|
],
|
|
859
|
"pages": {
|
|
860
|
"start": "444",
|
|
861
|
"end": "446"
|
|
862
|
},
|
|
863
|
"source": "Structures of Tungsten Disulfide. Nature",
|
|
864
|
"volume": "360",
|
|
865
|
"year": "1992",
|
|
866
|
"edition": null,
|
|
867
|
"publisher": null,
|
|
868
|
"location": null,
|
|
869
|
"series": null,
|
|
870
|
"issue": null,
|
|
871
|
"url": null
|
|
872
|
},
|
|
873
|
"position": 3,
|
|
874
|
"text": "3. Tenne, R.; Margulis, L.; Genut, M.; Hodes, G. Polyhedral and Cylindrical Structures of Tungsten Disulfide. Nature 1992, 360, 444-446."
|
|
875
|
},
|
|
876
|
{
|
|
877
|
"basicMetadata": {
|
|
878
|
"title": null,
|
|
879
|
"authors": [
|
|
880
|
"Seifert, G.",
|
|
881
|
"Terrones, H.",
|
|
882
|
"Terrones, M.",
|
|
883
|
"Jungnickel, G.",
|
|
884
|
"Structure, T."
|
|
885
|
],
|
|
886
|
"pages": {
|
|
887
|
"start": "146",
|
|
888
|
"end": "149"
|
|
889
|
},
|
|
890
|
"source": "Properties of MoS2 Nanotubes. Phys. Rev. Lett",
|
|
891
|
"volume": "85",
|
|
892
|
"year": "2000",
|
|
893
|
"edition": null,
|
|
894
|
"publisher": null,
|
|
895
|
"location": null,
|
|
896
|
"series": null,
|
|
897
|
"issue": null,
|
|
898
|
"url": null
|
|
899
|
},
|
|
900
|
"position": 4,
|
|
901
|
"text": "4. Seifert, G.; Terrones, H.; Terrones, M.; Jungnickel, G.; Frauenheim, T. Structure and Electronic Properties of MoS2 Nanotubes. Phys. Rev. Lett. 2000, 85, 146-149."
|
|
902
|
},
|
|
903
|
{
|
|
904
|
"basicMetadata": {
|
|
905
|
"title": "Stability of Molybdenum Sulfide Fullerenes",
|
|
906
|
"authors": [
|
|
907
|
"Enyashin, A.N.",
|
|
908
|
"Gemming, S.",
|
|
909
|
"Bar-Sadan, M.",
|
|
910
|
"Popovitz-Biro, R.",
|
|
911
|
"Hong, S.Y.",
|
|
912
|
"Prior, Y.",
|
|
913
|
"Seifert, R.",
|
|
914
|
"Structure, G."
|
|
915
|
],
|
|
916
|
"pages": {
|
|
917
|
"start": "623",
|
|
918
|
"end": "627"
|
|
919
|
},
|
|
920
|
"source": "Angew. Chem- Int. Ed",
|
|
921
|
"volume": "46",
|
|
922
|
"year": "2007",
|
|
923
|
"edition": null,
|
|
924
|
"publisher": null,
|
|
925
|
"location": null,
|
|
926
|
"series": null,
|
|
927
|
"issue": null,
|
|
928
|
"url": null
|
|
929
|
},
|
|
930
|
"position": 5,
|
|
931
|
"text": "5. Enyashin, A.N.; Gemming, S.; Bar-Sadan, M.; Popovitz-Biro, R.; Hong, S.Y.; Prior, Y.; Tenne, R.; Seifert, G. Structure and Stability of Molybdenum Sulfide Fullerenes. Angew. Chem- Int. Ed. 2007, 46, 623-627."
|
|
932
|
},
|
|
933
|
{
|
|
934
|
"basicMetadata": {
|
|
935
|
"title": "CdI2 nanoparticles with closed-cage (fullerene-like) structures",
|
|
936
|
"authors": [
|
|
937
|
"Popovitz-Biro, R.",
|
|
938
|
"Sallacan, N.",
|
|
939
|
"Tenne, R."
|
|
940
|
],
|
|
941
|
"pages": {
|
|
942
|
"start": "1631",
|
|
943
|
"end": "1634"
|
|
944
|
},
|
|
945
|
"source": "J. Mater. Chem",
|
|
946
|
"volume": "13",
|
|
947
|
"year": "2003",
|
|
948
|
"edition": null,
|
|
949
|
"publisher": null,
|
|
950
|
"location": null,
|
|
951
|
"series": null,
|
|
952
|
"issue": null,
|
|
953
|
"url": null
|
|
954
|
},
|
|
955
|
"position": 6,
|
|
956
|
"text": "6. Popovitz-Biro, R.; Sallacan, N.; Tenne, R. CdI2 nanoparticles with closed-cage (fullerene-like) structures. J. Mater. Chem. 2003, 13, 1631-1634."
|
|
957
|
},
|
|
958
|
{
|
|
959
|
"basicMetadata": {
|
|
960
|
"title": "Preparation and structural characterization of stable Cs2O closed-cage structures",
|
|
961
|
"authors": [
|
|
962
|
"Albu-Yaron, A.",
|
|
963
|
"Popovitz-Biro, T.",
|
|
964
|
"Bar-Sadan, R.",
|
|
965
|
"Prior, M.",
|
|
966
|
"Jansen, Y.",
|
|
967
|
"Tenne, M.",
|
|
968
|
"R."
|
|
969
|
],
|
|
970
|
"pages": {
|
|
971
|
"start": "4169",
|
|
972
|
"end": "4172"
|
|
973
|
},
|
|
974
|
"source": "Angew. Chem- Int. Ed",
|
|
975
|
"volume": "44",
|
|
976
|
"year": "2005",
|
|
977
|
"edition": null,
|
|
978
|
"publisher": null,
|
|
979
|
"location": null,
|
|
980
|
"series": null,
|
|
981
|
"issue": null,
|
|
982
|
"url": null
|
|
983
|
},
|
|
984
|
"position": 7,
|
|
985
|
"text": "7. Albu-Yaron, A.; Arad, T.; Popovitz-Biro, R.; Bar-Sadan, M.; Prior, Y.; Jansen, M.; Tenne, R. Preparation and structural characterization of stable Cs2O closed-cage structures. Angew. Chem- Int. Ed. 2005, 44, 4169-4172."
|
|
986
|
},
|
|
987
|
{
|
|
988
|
"basicMetadata": {
|
|
989
|
"title": "Nanoparticles of CdCl2 with closed cage structures",
|
|
990
|
"authors": [
|
|
991
|
"Popovitz-Biro, R.",
|
|
992
|
"Hacohen, A.",
|
|
993
|
"; Tenne, Y.R.",
|
|
994
|
"R."
|
|
995
|
],
|
|
996
|
"pages": {
|
|
997
|
"start": "7",
|
|
998
|
"end": "14"
|
|
999
|
},
|
|
1000
|
"source": "Isr. J. Chem",
|
|
1001
|
"volume": "41",
|
|
1002
|
"year": "2000",
|
|
1003
|
"edition": null,
|
|
1004
|
"publisher": null,
|
|
1005
|
"location": null,
|
|
1006
|
"series": null,
|
|
1007
|
"issue": null,
|
|
1008
|
"url": null
|
|
1009
|
},
|
|
1010
|
"position": 8,
|
|
1011
|
"text": "8. Popovitz-Biro, R.; Twersky, A.; Hacohen, Y.R.; Tenne, R. Nanoparticles of CdCl2 with closed cage structures. Isr. J. Chem. 2000, 41, 7-14."
|
|
1012
|
},
|
|
1013
|
{
|
|
1014
|
"basicMetadata": {
|
|
1015
|
"title": "Influence of film thickness on texture and electrical and optical properties of room temperature deposited nanocrystalline V2O5 thin films",
|
|
1016
|
"authors": [
|
|
1017
|
"Singh, P.",
|
|
1018
|
"Kaur, D."
|
|
1019
|
],
|
|
1020
|
"pages": {
|
|
1021
|
"start": "043507",
|
|
1022
|
"end": "043509"
|
|
1023
|
},
|
|
1024
|
"source": "J. Appl. Phys",
|
|
1025
|
"volume": "103",
|
|
1026
|
"year": "2008",
|
|
1027
|
"edition": null,
|
|
1028
|
"publisher": null,
|
|
1029
|
"location": null,
|
|
1030
|
"series": null,
|
|
1031
|
"issue": null,
|
|
1032
|
"url": null
|
|
1033
|
},
|
|
1034
|
"position": 9,
|
|
1035
|
"text": "9. Singh, P.; Kaur, D. Influence of film thickness on texture and electrical and optical properties of room temperature deposited nanocrystalline V2O5 thin films. J. Appl. Phys. 2008, 103, 043507- 043509."
|
|
1036
|
},
|
|
1037
|
{
|
|
1038
|
"basicMetadata": {
|
|
1039
|
"title": "Crystalline V2O5 Ultralong Nanoribbon Waveguides",
|
|
1040
|
"authors": [
|
|
1041
|
"Yan, B.",
|
|
1042
|
"You, L.",
|
|
1043
|
"Xu, Y.M.",
|
|
1044
|
"Zheng, X.J.",
|
|
1045
|
"Shen, Z.",
|
|
1046
|
"Ma, Z.X.",
|
|
1047
|
"Tong, J.",
|
|
1048
|
"Yu, L.M.",
|
|
1049
|
"Single, T."
|
|
1050
|
],
|
|
1051
|
"pages": {
|
|
1052
|
"start": "2436",
|
|
1053
|
"end": "2440"
|
|
1054
|
},
|
|
1055
|
"source": "J. Adv. Mater",
|
|
1056
|
"volume": "21",
|
|
1057
|
"year": "2009",
|
|
1058
|
"edition": null,
|
|
1059
|
"publisher": null,
|
|
1060
|
"location": null,
|
|
1061
|
"series": null,
|
|
1062
|
"issue": null,
|
|
1063
|
"url": null
|
|
1064
|
},
|
|
1065
|
"position": 10,
|
|
1066
|
"text": "10. Yan, B.; Liao, L.; You, Y.M.; Xu, X.J.; Zheng, Z.; Shen, Z.X.; Ma, J.; Tong, L.M.; Yu, T. Single- Crystalline V2O5 Ultralong Nanoribbon Waveguides. J. Adv. Mater. 2009, 21, 2436-2440."
|
|
1067
|
},
|
|
1068
|
{
|
|
1069
|
"basicMetadata": {
|
|
1070
|
"title": "Flame spray-pyrolyzed vanadium oxide nanoparticles for lithium battery cathodes",
|
|
1071
|
"authors": [
|
|
1072
|
"Ng, T.J.",
|
|
1073
|
"Buechel, R.",
|
|
1074
|
"Krumeich, F.",
|
|
1075
|
"Wang, J.Z.",
|
|
1076
|
"Liu, H.K.",
|
|
1077
|
"Pratsinis, S.E.",
|
|
1078
|
"Novak, P."
|
|
1079
|
],
|
|
1080
|
"pages": {
|
|
1081
|
"start": "3748",
|
|
1082
|
"end": "3755"
|
|
1083
|
},
|
|
1084
|
"source": "Phys. Chem. Chem. Phys",
|
|
1085
|
"volume": "11",
|
|
1086
|
"year": "2009",
|
|
1087
|
"edition": null,
|
|
1088
|
"publisher": null,
|
|
1089
|
"location": null,
|
|
1090
|
"series": null,
|
|
1091
|
"issue": null,
|
|
1092
|
"url": null
|
|
1093
|
},
|
|
1094
|
"position": 11,
|
|
1095
|
"text": "11. Ng, S.H.; Patey, T.J.; Buechel, R.; Krumeich, F.; Wang, J.Z.; Liu, H.K.; Pratsinis, S.E.; Novak, P. Flame spray-pyrolyzed vanadium oxide nanoparticles for lithium battery cathodes. Phys. Chem. Chem. Phys. 2009, 11, 3748-3755."
|
|
1096
|
},
|
|
1097
|
{
|
|
1098
|
"basicMetadata": {
|
|
1099
|
"title": "Vanadium pentoxide: Synthesis and characterization of nanorod and nanoparticle V2O5 using CTAB micelle solution",
|
|
1100
|
"authors": [
|
|
1101
|
"Asim, N.",
|
|
1102
|
"Radiman, S.",
|
|
1103
|
"Yarmo, M.A.",
|
|
1104
|
"Golriz, M.S.B."
|
|
1105
|
],
|
|
1106
|
"pages": {
|
|
1107
|
"start": "397",
|
|
1108
|
"end": "401"
|
|
1109
|
},
|
|
1110
|
"source": "Microporous Mesoporous Mat",
|
|
1111
|
"volume": "120",
|
|
1112
|
"year": "2009",
|
|
1113
|
"edition": null,
|
|
1114
|
"publisher": null,
|
|
1115
|
"location": null,
|
|
1116
|
"series": null,
|
|
1117
|
"issue": null,
|
|
1118
|
"url": null
|
|
1119
|
},
|
|
1120
|
"position": 12,
|
|
1121
|
"text": "12. Asim, N.; Radiman, S.; Yarmo, M.A.; Golriz, M.S.B. Vanadium pentoxide: Synthesis and characterization of nanorod and nanoparticle V2O5 using CTAB micelle solution. Microporous Mesoporous Mat. 2009, 120, 397-401."
|
|
1122
|
},
|
|
1123
|
{
|
|
1124
|
"basicMetadata": {
|
|
1125
|
"title": "Structural and redox properties of VOx and Pd/VOx thin film model catalysts studied by TEM and SAED",
|
|
1126
|
"authors": [
|
|
1127
|
"Penner, S.",
|
|
1128
|
"Klotzer, B.",
|
|
1129
|
"B.",
|
|
1130
|
"Phys"
|
|
1131
|
],
|
|
1132
|
"pages": {
|
|
1133
|
"start": "2428",
|
|
1134
|
"end": "2433"
|
|
1135
|
},
|
|
1136
|
"source": "Chem. Chem. Phys",
|
|
1137
|
"volume": "9",
|
|
1138
|
"year": "2007",
|
|
1139
|
"edition": null,
|
|
1140
|
"publisher": null,
|
|
1141
|
"location": null,
|
|
1142
|
"series": null,
|
|
1143
|
"issue": null,
|
|
1144
|
"url": null
|
|
1145
|
},
|
|
1146
|
"position": 13,
|
|
1147
|
"text": "13. Penner, S.; Klotzer, B.; Jenewein, B. Structural and redox properties of VOx and Pd/VOx thin film model catalysts studied by TEM and SAED. Phys. Chem. Chem. Phys. 2007, 9, 2428-2433."
|
|
1148
|
},
|
|
1149
|
{
|
|
1150
|
"basicMetadata": {
|
|
1151
|
"title": "Preparation and characterization of nanocrystal V2O5",
|
|
1152
|
"authors": [
|
|
1153
|
"Zheng",
|
|
1154
|
"Zhang, X.M.",
|
|
1155
|
"Qiao, Z.P.",
|
|
1156
|
"Lei, D.M."
|
|
1157
|
],
|
|
1158
|
"pages": {
|
|
1159
|
"start": "181",
|
|
1160
|
"end": "185"
|
|
1161
|
},
|
|
1162
|
"source": "J. Solid State Chem",
|
|
1163
|
"volume": "159",
|
|
1164
|
"year": "2001",
|
|
1165
|
"edition": null,
|
|
1166
|
"publisher": null,
|
|
1167
|
"location": null,
|
|
1168
|
"series": null,
|
|
1169
|
"issue": null,
|
|
1170
|
"url": null
|
|
1171
|
},
|
|
1172
|
"position": 14,
|
|
1173
|
"text": "14. Zheng, C.M.; Zhang, X.M.; Qiao, Z.P.; Lei, D.M. Preparation and characterization of nanocrystal V2O5. J. Solid State Chem. 2001, 159, 181-185."
|
|
1174
|
},
|
|
1175
|
{
|
|
1176
|
"basicMetadata": {
|
|
1177
|
"title": "V2O5 nanoparticles obtained from a synthetic bariandite-like vanadium oxide: Synthesis, characterization and electrochemical behavior in an ionic liquid",
|
|
1178
|
"authors": [
|
|
1179
|
"Menezes, W.G.",
|
|
1180
|
"Reis, D.M.",
|
|
1181
|
"Benedetti, T.M.",
|
|
1182
|
"Oliveira, M.M.",
|
|
1183
|
"Soares, J.F.",
|
|
1184
|
"Torresi, R.M.",
|
|
1185
|
"Zarbin, A.J.G."
|
|
1186
|
],
|
|
1187
|
"pages": {
|
|
1188
|
"start": "586",
|
|
1189
|
"end": "593"
|
|
1190
|
},
|
|
1191
|
"source": "J. Colloid Interface Sci",
|
|
1192
|
"volume": "337",
|
|
1193
|
"year": "2009",
|
|
1194
|
"edition": null,
|
|
1195
|
"publisher": null,
|
|
1196
|
"location": null,
|
|
1197
|
"series": null,
|
|
1198
|
"issue": null,
|
|
1199
|
"url": null
|
|
1200
|
},
|
|
1201
|
"position": 15,
|
|
1202
|
"text": "15. Menezes, W.G.; Reis, D.M.; Benedetti, T.M.; Oliveira, M.M.; Soares, J.F.; Torresi, R.M.; Zarbin, A.J.G. V2O5 nanoparticles obtained from a synthetic bariandite-like vanadium oxide: Synthesis, characterization and electrochemical behavior in an ionic liquid. J. Colloid Interface Sci. 2009, 337, 586-593."
|
|
1203
|
},
|
|
1204
|
{
|
|
1205
|
"basicMetadata": {
|
|
1206
|
"title": "An electron microscopic investigation of structural variation of V2O5 fibers after working as ethanol sensors",
|
|
1207
|
"authors": [
|
|
1208
|
"Ding, N.",
|
|
1209
|
"Liu, S.H.",
|
|
1210
|
"Chen, C.H.",
|
|
1211
|
"I."
|
|
1212
|
],
|
|
1213
|
"pages": {
|
|
1214
|
"start": "1735101",
|
|
1215
|
"end": "1735103"
|
|
1216
|
},
|
|
1217
|
"source": "Appl. Phys. Lett",
|
|
1218
|
"volume": "93",
|
|
1219
|
"year": "2008",
|
|
1220
|
"edition": null,
|
|
1221
|
"publisher": null,
|
|
1222
|
"location": null,
|
|
1223
|
"series": null,
|
|
1224
|
"issue": null,
|
|
1225
|
"url": null
|
|
1226
|
},
|
|
1227
|
"position": 16,
|
|
1228
|
"text": "16. Ding, N.; Liu, S.H.; Chen, C.H.; Lieberwirth, I. An electron microscopic investigation of structural variation of V2O5 fibers after working as ethanol sensors. Appl. Phys. Lett. 2008, 93, 1735101-1735103."
|
|
1229
|
},
|
|
1230
|
{
|
|
1231
|
"basicMetadata": {
|
|
1232
|
"title": "Synthesis and structural, electrochromic characterization of pulsed laser deposited vanadium oxide thin films",
|
|
1233
|
"authors": [
|
|
1234
|
"Fang, G.J.",
|
|
1235
|
"Liu, Z.L.",
|
|
1236
|
"Wang, Y.",
|
|
1237
|
"Liu, Y.H.",
|
|
1238
|
"Yao, K.L."
|
|
1239
|
],
|
|
1240
|
"pages": {
|
|
1241
|
"start": "887",
|
|
1242
|
"end": "892"
|
|
1243
|
},
|
|
1244
|
"source": "J. Vac. Sci. Technol. A",
|
|
1245
|
"volume": "19",
|
|
1246
|
"year": "2001",
|
|
1247
|
"edition": null,
|
|
1248
|
"publisher": null,
|
|
1249
|
"location": null,
|
|
1250
|
"series": null,
|
|
1251
|
"issue": null,
|
|
1252
|
"url": null
|
|
1253
|
},
|
|
1254
|
"position": 17,
|
|
1255
|
"text": "17. Fang, G.J.; Liu, Z.L.; Wang, Y.; Liu, Y.H.; Yao, K.L. Synthesis and structural, electrochromic characterization of pulsed laser deposited vanadium oxide thin films. J. Vac. Sci. Technol. A 2001, 19, 887-892."
|
|
1256
|
},
|
|
1257
|
{
|
|
1258
|
"basicMetadata": {
|
|
1259
|
"title": "Effect of magnetic field on the visible light emission of V2O5 nanorods",
|
|
1260
|
"authors": [
|
|
1261
|
"Hu, Y.",
|
|
1262
|
"Li, Z.C.",
|
|
1263
|
"Zhang, Z.J.",
|
|
1264
|
"Meng, D.Q."
|
|
1265
|
],
|
|
1266
|
"pages": {
|
|
1267
|
"start": "1031071",
|
|
1268
|
"end": "1031073"
|
|
1269
|
},
|
|
1270
|
"source": "Appl. Phys. Lett",
|
|
1271
|
"volume": "94",
|
|
1272
|
"year": "2009",
|
|
1273
|
"edition": null,
|
|
1274
|
"publisher": null,
|
|
1275
|
"location": null,
|
|
1276
|
"series": null,
|
|
1277
|
"issue": null,
|
|
1278
|
"url": null
|
|
1279
|
},
|
|
1280
|
"position": 18,
|
|
1281
|
"text": "18. Hu, Y.; Li, Z.C.; Zhang, Z.J.; Meng, D.Q. Effect of magnetic field on the visible light emission of V2O5 nanorods. Appl. Phys. Lett. 2009, 94, 1031071-1031073."
|
|
1282
|
},
|
|
1283
|
{
|
|
1284
|
"basicMetadata": {
|
|
1285
|
"title": "electrical and infrared optical properties of vanadium pentoxide (V2O5) thick-film thermistors",
|
|
1286
|
"authors": [
|
|
1287
|
"Umadevi, P.",
|
|
1288
|
"Thutupalli, C.L.",
|
|
1289
|
"Structural, G.K.M."
|
|
1290
|
],
|
|
1291
|
"pages": {
|
|
1292
|
"start": "59",
|
|
1293
|
"end": "69"
|
|
1294
|
},
|
|
1295
|
"source": "Sensor. Actuator. A-Phys",
|
|
1296
|
"volume": "39",
|
|
1297
|
"year": "1993",
|
|
1298
|
"edition": null,
|
|
1299
|
"publisher": null,
|
|
1300
|
"location": null,
|
|
1301
|
"series": null,
|
|
1302
|
"issue": null,
|
|
1303
|
"url": null
|
|
1304
|
},
|
|
1305
|
"position": 19,
|
|
1306
|
"text": "19. Umadevi, P.; Nagendra, C.L.; Thutupalli, G.K.M. Structural, electrical and infrared optical properties of vanadium pentoxide (V2O5) thick-film thermistors. Sensor. Actuator. A-Phys. 1993, 39, 59-69."
|
|
1307
|
},
|
|
1308
|
{
|
|
1309
|
"basicMetadata": {
|
|
1310
|
"title": "Structural and optical properties of pulsed laser deposited V2O5 thin films",
|
|
1311
|
"authors": [
|
|
1312
|
"Beke, S.",
|
|
1313
|
"Giorgio, S.",
|
|
1314
|
"L.",
|
|
1315
|
"Marine, L.",
|
|
1316
|
"W."
|
|
1317
|
],
|
|
1318
|
"pages": {
|
|
1319
|
"start": "4659",
|
|
1320
|
"end": "4664"
|
|
1321
|
},
|
|
1322
|
"source": "Thin Solid Films",
|
|
1323
|
"volume": "516",
|
|
1324
|
"year": "2008",
|
|
1325
|
"edition": null,
|
|
1326
|
"publisher": null,
|
|
1327
|
"location": null,
|
|
1328
|
"series": null,
|
|
1329
|
"issue": null,
|
|
1330
|
"url": null
|
|
1331
|
},
|
|
1332
|
"position": 20,
|
|
1333
|
"text": "20. Beke, S.; Giorgio, S.; Korosi, L.; Nanai, L.; Marine, W. Structural and optical properties of pulsed laser deposited V2O5 thin films. Thin Solid Films 2008, 516, 4659-4664."
|
|
1334
|
},
|
|
1335
|
{
|
|
1336
|
"basicMetadata": {
|
|
1337
|
"title": "On the Preparation and Characterization of a New Polymorph of V2O5",
|
|
1338
|
"authors": [
|
|
1339
|
"Cocciantelli",
|
|
1340
|
"Gravereau, P.",
|
|
1341
|
"Doumerc, J.P.",
|
|
1342
|
"Pouchard, M.",
|
|
1343
|
"Hagenmuller, P."
|
|
1344
|
],
|
|
1345
|
"pages": {
|
|
1346
|
"start": "497",
|
|
1347
|
"end": "502"
|
|
1348
|
},
|
|
1349
|
"source": "J. Solid State Chem",
|
|
1350
|
"volume": "93",
|
|
1351
|
"year": "1991",
|
|
1352
|
"edition": null,
|
|
1353
|
"publisher": null,
|
|
1354
|
"location": null,
|
|
1355
|
"series": null,
|
|
1356
|
"issue": null,
|
|
1357
|
"url": null
|
|
1358
|
},
|
|
1359
|
"position": 21,
|
|
1360
|
"text": "21. Cocciantelli, J.M.; Gravereau, P.; Doumerc, J.P.; Pouchard, M.; Hagenmuller, P. On the Preparation and Characterization of a New Polymorph of V2O5. J. Solid State Chem. 1991, 93, 497-502."
|
|
1361
|
},
|
|
1362
|
{
|
|
1363
|
"basicMetadata": {
|
|
1364
|
"title": "Surface tensions and densities of molten Al2O3, Ti2O3, V2O5 and Nb2O5",
|
|
1365
|
"authors": [
|
|
1366
|
"Ikemiya, N.",
|
|
1367
|
"Umemoto, J.",
|
|
1368
|
"Hara, S.",
|
|
1369
|
"Ogino, K."
|
|
1370
|
],
|
|
1371
|
"pages": {
|
|
1372
|
"start": "156",
|
|
1373
|
"end": "165"
|
|
1374
|
},
|
|
1375
|
"source": "ISIJ Int",
|
|
1376
|
"volume": "33",
|
|
1377
|
"year": "1993",
|
|
1378
|
"edition": null,
|
|
1379
|
"publisher": null,
|
|
1380
|
"location": null,
|
|
1381
|
"series": null,
|
|
1382
|
"issue": null,
|
|
1383
|
"url": null
|
|
1384
|
},
|
|
1385
|
"position": 22,
|
|
1386
|
"text": "22. Ikemiya, N.; Umemoto, J.; Hara, S.; Ogino, K. Surface tensions and densities of molten Al2O3, Ti2O3, V2O5 and Nb2O5. ISIJ Int. 1993, 33, 156-165."
|
|
1387
|
},
|
|
1388
|
{
|
|
1389
|
"basicMetadata": {
|
|
1390
|
"title": null,
|
|
1391
|
"authors": [
|
|
1392
|
"Rivoalen, A.",
|
|
1393
|
"Livage, J.",
|
|
1394
|
"Collongues, R.",
|
|
1395
|
"Amorphous Vanadium Pentoxide"
|
|
1396
|
],
|
|
1397
|
"pages": {
|
|
1398
|
"start": "171",
|
|
1399
|
"end": "179"
|
|
1400
|
},
|
|
1401
|
"source": "J. Non-Cryst. Solids",
|
|
1402
|
"volume": "21",
|
|
1403
|
"year": "1976",
|
|
1404
|
"edition": null,
|
|
1405
|
"publisher": null,
|
|
1406
|
"location": null,
|
|
1407
|
"series": null,
|
|
1408
|
"issue": null,
|
|
1409
|
"url": null
|
|
1410
|
},
|
|
1411
|
"position": 23,
|
|
1412
|
"text": "23. Rivoalen, L.; Revcolevschi, A.; Livage, J.; Collongues, R. Amorphous Vanadium Pentoxide. J. Non-Cryst. Solids 1976, 21, 171-179."
|
|
1413
|
},
|
|
1414
|
{
|
|
1415
|
"basicMetadata": {
|
|
1416
|
"title": "Electrical and Optical-Properties of Sputtered Vanadium Pentoxide Thin-Films",
|
|
1417
|
"authors": [
|
|
1418
|
"Benmoussa, M.",
|
|
1419
|
"Ibnouelghazi, E.",
|
|
1420
|
"Bennouna, A.",
|
|
1421
|
"Ameziane, E.L.",
|
|
1422
|
"Structural"
|
|
1423
|
],
|
|
1424
|
"pages": {
|
|
1425
|
"start": "22",
|
|
1426
|
"end": "28"
|
|
1427
|
},
|
|
1428
|
"source": "Thin Solid Films",
|
|
1429
|
"volume": "265",
|
|
1430
|
"year": "1995",
|
|
1431
|
"edition": null,
|
|
1432
|
"publisher": null,
|
|
1433
|
"location": null,
|
|
1434
|
"series": null,
|
|
1435
|
"issue": null,
|
|
1436
|
"url": null
|
|
1437
|
},
|
|
1438
|
"position": 24,
|
|
1439
|
"text": "24. Benmoussa, M.; Ibnouelghazi, E.; Bennouna, A.; Ameziane, E.L. Structural, Electrical and Optical-Properties of Sputtered Vanadium Pentoxide Thin-Films. Thin Solid Films 1995, 265, 22- 28."
|
|
1440
|
},
|
|
1441
|
{
|
|
1442
|
"basicMetadata": {
|
|
1443
|
"title": "Materials Synthesis— Characterization of Some Metal-Doped Antimony Oxides",
|
|
1444
|
"authors": [
|
|
1445
|
"Teller, M.R.",
|
|
1446
|
"; Brazdil, J.F.",
|
|
1447
|
"Grasselli, R.K.",
|
|
1448
|
"New"
|
|
1449
|
],
|
|
1450
|
"pages": {
|
|
1451
|
"start": "249",
|
|
1452
|
"end": "260"
|
|
1453
|
},
|
|
1454
|
"source": "J. Solid State Chem",
|
|
1455
|
"volume": "64",
|
|
1456
|
"year": "1986",
|
|
1457
|
"edition": null,
|
|
1458
|
"publisher": null,
|
|
1459
|
"location": null,
|
|
1460
|
"series": null,
|
|
1461
|
"issue": null,
|
|
1462
|
"url": null
|
|
1463
|
},
|
|
1464
|
"position": 25,
|
|
1465
|
"text": "25. Teller, R.G.; Antonio, M.R.; Brazdil, J.F.; Grasselli, R.K. New Materials Synthesis— Characterization of Some Metal-Doped Antimony Oxides. J. Solid State Chem. 1986, 64, 249-260."
|
|
1466
|
},
|
|
1467
|
{
|
|
1468
|
"basicMetadata": {
|
|
1469
|
"title": "Adsorption and reactions at the (0 1 0) V2O5 surface: cluster model studies",
|
|
1470
|
"authors": [
|
|
1471
|
"Witko, M.",
|
|
1472
|
"Hermann, K.",
|
|
1473
|
"Tokarz, R."
|
|
1474
|
],
|
|
1475
|
"pages": {
|
|
1476
|
"start": "553",
|
|
1477
|
"end": "565"
|
|
1478
|
},
|
|
1479
|
"source": "Catal. Today",
|
|
1480
|
"volume": "50",
|
|
1481
|
"year": "1999",
|
|
1482
|
"edition": null,
|
|
1483
|
"publisher": null,
|
|
1484
|
"location": null,
|
|
1485
|
"series": null,
|
|
1486
|
"issue": null,
|
|
1487
|
"url": null
|
|
1488
|
},
|
|
1489
|
"position": 26,
|
|
1490
|
"text": "26. Witko, M.; Hermann, K.; Tokarz, R. Adsorption and reactions at the (0 1 0) V2O5 surface: cluster model studies. Catal. Today 1999, 50, 553-565."
|
|
1491
|
},
|
|
1492
|
{
|
|
1493
|
"basicMetadata": {
|
|
1494
|
"title": "Nanostructured vanadium oxide electrodes for enhanced lithium-ion intercalation",
|
|
1495
|
"authors": [
|
|
1496
|
"Wang, Y.",
|
|
1497
|
"Takahashi, K.",
|
|
1498
|
"Lee, K.",
|
|
1499
|
"Cao, G.Z."
|
|
1500
|
],
|
|
1501
|
"pages": {
|
|
1502
|
"start": "1133",
|
|
1503
|
"end": "1144"
|
|
1504
|
},
|
|
1505
|
"source": "Adv. Funct. Mater",
|
|
1506
|
"volume": "16",
|
|
1507
|
"year": "2006",
|
|
1508
|
"edition": null,
|
|
1509
|
"publisher": null,
|
|
1510
|
"location": null,
|
|
1511
|
"series": null,
|
|
1512
|
"issue": null,
|
|
1513
|
"url": null
|
|
1514
|
},
|
|
1515
|
"position": 27,
|
|
1516
|
"text": "27. Wang, Y.; Takahashi, K.; Lee, K.; Cao, G.Z. Nanostructured vanadium oxide electrodes for enhanced lithium-ion intercalation. Adv. Funct. Mater. 2006, 16, 1133-1144."
|
|
1517
|
},
|
|
1518
|
{
|
|
1519
|
"basicMetadata": {
|
|
1520
|
"title": "Structure of V2O5.nH2O xerogel solved by the atomic pair distribution function technique",
|
|
1521
|
"authors": [
|
|
1522
|
"Petkov, V.",
|
|
1523
|
"Trikalitis, P.N.",
|
|
1524
|
"Bozin, E.S.",
|
|
1525
|
"Billinge, S.J.L.",
|
|
1526
|
"Kanatzidis, T.",
|
|
1527
|
"M.G."
|
|
1528
|
],
|
|
1529
|
"pages": {
|
|
1530
|
"start": "10157",
|
|
1531
|
"end": "10162"
|
|
1532
|
},
|
|
1533
|
"source": "J. Am.Chem. Soc",
|
|
1534
|
"volume": "124",
|
|
1535
|
"year": "2002",
|
|
1536
|
"edition": null,
|
|
1537
|
"publisher": null,
|
|
1538
|
"location": null,
|
|
1539
|
"series": null,
|
|
1540
|
"issue": null,
|
|
1541
|
"url": null
|
|
1542
|
},
|
|
1543
|
"position": 28,
|
|
1544
|
"text": "28. Petkov, V.; Trikalitis, P.N.; Bozin, E.S.; Billinge, S.J.L.; Vogt, T.; Kanatzidis, M.G. Structure of V2O5.nH2O xerogel solved by the atomic pair distribution function technique. J. Am.Chem. Soc. 2002, 124, 10157-10162."
|
|
1545
|
},
|
|
1546
|
{
|
|
1547
|
"basicMetadata": {
|
|
1548
|
"title": "Hollow V2O5 Nanoparticles (Fullerene-Like Analogues) Prepared by Laser Ablation",
|
|
1549
|
"authors": [
|
|
1550
|
"Levi",
|
|
1551
|
"Bar-Sadan, M.",
|
|
1552
|
"Albu-Yaron, A.",
|
|
1553
|
"Popovitz-Biro, R.",
|
|
1554
|
"L.",
|
|
1555
|
"Enyashin, C.",
|
|
1556
|
"Seifert, A.",
|
|
1557
|
"Prior, G.",
|
|
1558
|
"Y.",
|
|
1559
|
"R."
|
|
1560
|
],
|
|
1561
|
"pages": null,
|
|
1562
|
"source": "J. Am. Chem. Soc. Available online",
|
|
1563
|
"volume": null,
|
|
1564
|
"year": "July 2010",
|
|
1565
|
"edition": null,
|
|
1566
|
"publisher": null,
|
|
1567
|
"location": null,
|
|
1568
|
"series": null,
|
|
1569
|
"issue": null,
|
|
1570
|
"url": null
|
|
1571
|
},
|
|
1572
|
"position": 29,
|
|
1573
|
"text": "29. Levi, R.; Bar-Sadan, M.; Albu-Yaron, A.; Popovitz-Biro, R.; Houben, L.; Shahar, C.; Enyashin, A.; Seifert, G.; Prior, Y.; Tenne, R. Hollow V2O5 Nanoparticles (Fullerene-Like Analogues) Prepared by Laser Ablation. J. Am. Chem. Soc. Available online: http://pubs.acs.org/doi/abs/10.1021/ja103719x (accessed on 22 July 2010)."
|
|
1574
|
},
|
|
1575
|
{
|
|
1576
|
"basicMetadata": {
|
|
1577
|
"title": "Redox-active nanotubes of vanadium oxide",
|
|
1578
|
"authors": [
|
|
1579
|
"Spahr",
|
|
1580
|
"Bitterli, P.",
|
|
1581
|
"Nesper, R.",
|
|
1582
|
"Muller, M.",
|
|
1583
|
"Krumeich, F.",
|
|
1584
|
"Nissen, H.U."
|
|
1585
|
],
|
|
1586
|
"pages": {
|
|
1587
|
"start": "1263",
|
|
1588
|
"end": "1265"
|
|
1589
|
},
|
|
1590
|
"source": "Angew. Chem.-Int. Ed",
|
|
1591
|
"volume": "37",
|
|
1592
|
"year": "1998",
|
|
1593
|
"edition": null,
|
|
1594
|
"publisher": null,
|
|
1595
|
"location": null,
|
|
1596
|
"series": null,
|
|
1597
|
"issue": null,
|
|
1598
|
"url": null
|
|
1599
|
},
|
|
1600
|
"position": 30,
|
|
1601
|
"text": "30. Spahr, M.E.; Bitterli, P.; Nesper, R.; Muller, M.; Krumeich, F.; Nissen, H.U. Redox-active nanotubes of vanadium oxide. Angew. Chem.-Int. Ed. 1998, 37, 1263-1265."
|
|
1602
|
},
|
|
1603
|
{
|
|
1604
|
"basicMetadata": {
|
|
1605
|
"title": "Synthesis of millimeter-range orthorhombic V2O5 nanowires and impact of thermodynamic and kinetic properties of the oxidant on the synthetic process",
|
|
1606
|
"authors": [
|
|
1607
|
"Zhou, F.",
|
|
1608
|
"Zhao, X.M.",
|
|
1609
|
"Liu, Y.Q.",
|
|
1610
|
"Yuan, C.G.",
|
|
1611
|
"Li, L."
|
|
1612
|
],
|
|
1613
|
"pages": {
|
|
1614
|
"start": "2506",
|
|
1615
|
"end": "2509"
|
|
1616
|
},
|
|
1617
|
"source": "Eur. J. Inorg. Chem",
|
|
1618
|
"volume": "16",
|
|
1619
|
"year": "2008",
|
|
1620
|
"edition": null,
|
|
1621
|
"publisher": null,
|
|
1622
|
"location": null,
|
|
1623
|
"series": null,
|
|
1624
|
"issue": null,
|
|
1625
|
"url": null
|
|
1626
|
},
|
|
1627
|
"position": 31,
|
|
1628
|
"text": "31. Zhou, F.; Zhao, X.M.; Liu, Y.Q.; Yuan, C.G.; Li, L. Synthesis of millimeter-range orthorhombic V2O5 nanowires and impact of thermodynamic and kinetic properties of the oxidant on the synthetic process. Eur. J. Inorg. Chem. 2008, 16, 2506-2509."
|
|
1629
|
},
|
|
1630
|
{
|
|
1631
|
"basicMetadata": {
|
|
1632
|
"title": "Enhanced Cyclability of Lithium Metal Battery Using a V2O5 Nanomaterial Cathode and Room Temperature Ionic Liquid Electrolyte",
|
|
1633
|
"authors": [
|
|
1634
|
"Chou, S.L.",
|
|
1635
|
"Wang, J.Z.",
|
|
1636
|
"Sun, J.Z.",
|
|
1637
|
"Wexler, D.",
|
|
1638
|
"Forsyth, M.",
|
|
1639
|
"Liu, H.K.",
|
|
1640
|
"MacFarlane, D.R.",
|
|
1641
|
"; Dou, S.X.",
|
|
1642
|
"High Capacity"
|
|
1643
|
],
|
|
1644
|
"pages": {
|
|
1645
|
"start": "7044",
|
|
1646
|
"end": "7051"
|
|
1647
|
},
|
|
1648
|
"source": null,
|
|
1649
|
"volume": "20",
|
|
1650
|
"year": "2008",
|
|
1651
|
"edition": null,
|
|
1652
|
"publisher": null,
|
|
1653
|
"location": null,
|
|
1654
|
"series": null,
|
|
1655
|
"issue": null,
|
|
1656
|
"url": null
|
|
1657
|
},
|
|
1658
|
"position": 32,
|
|
1659
|
"text": "32. Chou, S.L.; Wang, J.Z.; Sun, J.Z.; Wexler, D.; Forsyth, M.; Liu, H.K.; MacFarlane, D.R.; Dou, S.X. High Capacity, Safety, and Enhanced Cyclability of Lithium Metal Battery Using a V2O5 Nanomaterial Cathode and Room Temperature Ionic Liquid Electrolyte. Chem. Mater. 2008, 20, 7044-7051."
|
|
1660
|
},
|
|
1661
|
{
|
|
1662
|
"basicMetadata": {
|
|
1663
|
"title": "Carbon Nanotubes as Removable Templates for Metal-Oxide Nanocomposites and Nanostructures",
|
|
1664
|
"authors": [
|
|
1665
|
"Ajayan, P.M.",
|
|
1666
|
"Stephan, O.",
|
|
1667
|
"Redlich, P.",
|
|
1668
|
"C."
|
|
1669
|
],
|
|
1670
|
"pages": {
|
|
1671
|
"start": "564",
|
|
1672
|
"end": "567"
|
|
1673
|
},
|
|
1674
|
"source": "Nature",
|
|
1675
|
"volume": "375",
|
|
1676
|
"year": "1995",
|
|
1677
|
"edition": null,
|
|
1678
|
"publisher": null,
|
|
1679
|
"location": null,
|
|
1680
|
"series": null,
|
|
1681
|
"issue": null,
|
|
1682
|
"url": null
|
|
1683
|
},
|
|
1684
|
"position": 33,
|
|
1685
|
"text": "33. Ajayan, P.M.; Stephan, O.; Redlich, P.; Colliex, C. Carbon Nanotubes as Removable Templates for Metal-Oxide Nanocomposites and Nanostructures. Nature 1995, 375, 564-567."
|
|
1686
|
},
|
|
1687
|
{
|
|
1688
|
"basicMetadata": {
|
|
1689
|
"title": "Divanadium pentoxide nanorods",
|
|
1690
|
"authors": [
|
|
1691
|
"Pinna, N.",
|
|
1692
|
"U.",
|
|
1693
|
"Schlogl, J.",
|
|
1694
|
"R."
|
|
1695
|
],
|
|
1696
|
"pages": {
|
|
1697
|
"start": "329",
|
|
1698
|
"end": "331"
|
|
1699
|
},
|
|
1700
|
"source": "J. Adv. Mater",
|
|
1701
|
"volume": "15",
|
|
1702
|
"year": "2003",
|
|
1703
|
"edition": null,
|
|
1704
|
"publisher": null,
|
|
1705
|
"location": null,
|
|
1706
|
"series": null,
|
|
1707
|
"issue": null,
|
|
1708
|
"url": null
|
|
1709
|
},
|
|
1710
|
"position": 34,
|
|
1711
|
"text": "34. Pinna, N.; Wild, U.; Urban, J.; Schlogl, R., Divanadium pentoxide nanorods. J. Adv. Mater .2003, 15, 329-331."
|
|
1712
|
},
|
|
1713
|
{
|
|
1714
|
"basicMetadata": {
|
|
1715
|
"title": "Synthesis of metal oxide nanorods using carbon nanotubes as templates",
|
|
1716
|
"authors": [
|
|
1717
|
"Satishkumar",
|
|
1718
|
"Govindaraj, A.",
|
|
1719
|
"Nath, M.",
|
|
1720
|
"Rao, C.N.R."
|
|
1721
|
],
|
|
1722
|
"pages": {
|
|
1723
|
"start": "2115",
|
|
1724
|
"end": "2119"
|
|
1725
|
},
|
|
1726
|
"source": "J. Mater. Chem",
|
|
1727
|
"volume": "10",
|
|
1728
|
"year": "2000",
|
|
1729
|
"edition": null,
|
|
1730
|
"publisher": null,
|
|
1731
|
"location": null,
|
|
1732
|
"series": null,
|
|
1733
|
"issue": null,
|
|
1734
|
"url": null
|
|
1735
|
},
|
|
1736
|
"position": 35,
|
|
1737
|
"text": "35. Satishkumar, B.C.; Govindaraj, A.; Nath, M.; Rao, C.N.R. Synthesis of metal oxide nanorods using carbon nanotubes as templates. J. Mater. Chem. 2000, 10, 2115-2119."
|
|
1738
|
},
|
|
1739
|
{
|
|
1740
|
"basicMetadata": {
|
|
1741
|
"title": "Synthesis of oxide nanoparticles via microwave plasma decomposition of initial materials",
|
|
1742
|
"authors": [
|
|
1743
|
"Kim",
|
|
1744
|
"Hong, Y.C.",
|
|
1745
|
"Uhm, H.S."
|
|
1746
|
],
|
|
1747
|
"pages": {
|
|
1748
|
"start": "5114",
|
|
1749
|
"end": "5120"
|
|
1750
|
},
|
|
1751
|
"source": "Surf. Coat. Tech",
|
|
1752
|
"volume": "201",
|
|
1753
|
"year": "2007",
|
|
1754
|
"edition": null,
|
|
1755
|
"publisher": null,
|
|
1756
|
"location": null,
|
|
1757
|
"series": null,
|
|
1758
|
"issue": null,
|
|
1759
|
"url": null
|
|
1760
|
},
|
|
1761
|
"position": 36,
|
|
1762
|
"text": "36. Kim, J.H.; Hong, Y.C.; Uhm, H.S. Synthesis of oxide nanoparticles via microwave plasma decomposition of initial materials. Surf. Coat. Tech. 2007, 201, 5114-5120."
|
|
1763
|
},
|
|
1764
|
{
|
|
1765
|
"basicMetadata": {
|
|
1766
|
"title": "Processing of vanadium oxide particles with heat",
|
|
1767
|
"authors": [
|
|
1768
|
"Bi",
|
|
1769
|
"Gardner, J. T.",
|
|
1770
|
"Kumar, S.",
|
|
1771
|
"Kambe, N.",
|
|
1772
|
"Nov, 23"
|
|
1773
|
],
|
|
1774
|
"pages": {
|
|
1775
|
"start": "514",
|
|
1776
|
"end": "514"
|
|
1777
|
},
|
|
1778
|
"source": "U.S. Patent",
|
|
1779
|
"volume": "5",
|
|
1780
|
"year": "1999",
|
|
1781
|
"edition": null,
|
|
1782
|
"publisher": null,
|
|
1783
|
"location": null,
|
|
1784
|
"series": null,
|
|
1785
|
"issue": null,
|
|
1786
|
"url": null
|
|
1787
|
},
|
|
1788
|
"position": 37,
|
|
1789
|
"text": "37. Bi, X.; Gardner, J. T.; Kumar, S.; Kambe, N. Processing of vanadium oxide particles with heat. U.S. Patent 5,589,514, Nov 23, 1999."
|
|
1790
|
},
|
|
1791
|
{
|
|
1792
|
"basicMetadata": {
|
|
1793
|
"title": "-assembled vanadium pentoxide (V2O5) hollow microspheres from nanorods and their application in lithium-ion batteries",
|
|
1794
|
"authors": [
|
|
1795
|
"Cao, A.M.",
|
|
1796
|
"Hu, J.S.",
|
|
1797
|
"Liang, H.P.",
|
|
1798
|
"Self, L.J."
|
|
1799
|
],
|
|
1800
|
"pages": {
|
|
1801
|
"start": "4391",
|
|
1802
|
"end": "4395"
|
|
1803
|
},
|
|
1804
|
"source": "Angew.Chem.-Int. Ed",
|
|
1805
|
"volume": "44",
|
|
1806
|
"year": "2005",
|
|
1807
|
"edition": null,
|
|
1808
|
"publisher": null,
|
|
1809
|
"location": null,
|
|
1810
|
"series": null,
|
|
1811
|
"issue": null,
|
|
1812
|
"url": null
|
|
1813
|
},
|
|
1814
|
"position": 38,
|
|
1815
|
"text": "38. Cao, A.M.; Hu, J.S.; Liang, H.P.; Wan, L.J. Self-assembled vanadium pentoxide (V2O5) hollow microspheres from nanorods and their application in lithium-ion batteries. Angew.Chem.-Int. Ed. 2005, 44, 4391-4395."
|
|
1816
|
},
|
|
1817
|
{
|
|
1818
|
"basicMetadata": {
|
|
1819
|
"title": "Laser-assisted formation of metallic oxide microtubes",
|
|
1820
|
"authors": [
|
|
1821
|
"Nanai, T.",
|
|
1822
|
"F"
|
|
1823
|
],
|
|
1824
|
"pages": {
|
|
1825
|
"start": "283",
|
|
1826
|
"end": "284"
|
|
1827
|
},
|
|
1828
|
"source": "Int. J. Mater. Res",
|
|
1829
|
"volume": "12",
|
|
1830
|
"year": "1997",
|
|
1831
|
"edition": null,
|
|
1832
|
"publisher": null,
|
|
1833
|
"location": null,
|
|
1834
|
"series": null,
|
|
1835
|
"issue": null,
|
|
1836
|
"url": null
|
|
1837
|
},
|
|
1838
|
"position": 39,
|
|
1839
|
"text": "39. Nanai, L.; George, T.F. Laser-assisted formation of metallic oxide microtubes. Int. J. Mater. Res. 1997, 12, 283-284."
|
|
1840
|
},
|
|
1841
|
{
|
|
1842
|
"basicMetadata": {
|
|
1843
|
"title": null,
|
|
1844
|
"authors": [
|
|
1845
|
"Lakshmi, C.J.",
|
|
1846
|
"Martin, C.R.",
|
|
1847
|
"Sol-Gel"
|
|
1848
|
],
|
|
1849
|
"pages": {
|
|
1850
|
"start": "2544",
|
|
1851
|
"end": "2550"
|
|
1852
|
},
|
|
1853
|
"source": "Synthesis of Semiconductor Oxide Micro- and Nanostructures. Chem. Mater",
|
|
1854
|
"volume": "9",
|
|
1855
|
"year": "1997",
|
|
1856
|
"edition": null,
|
|
1857
|
"publisher": null,
|
|
1858
|
"location": null,
|
|
1859
|
"series": null,
|
|
1860
|
"issue": null,
|
|
1861
|
"url": null
|
|
1862
|
},
|
|
1863
|
"position": 40,
|
|
1864
|
"text": "40. Lakshmi, B.B.; Patrissi, C.J.; Martin, C.R. Sol-Gel Template Synthesis of Semiconductor Oxide Micro- and Nanostructures. Chem. Mater. 1997, 9, 2544-2550."
|
|
1865
|
},
|
|
1866
|
{
|
|
1867
|
"basicMetadata": {
|
|
1868
|
"title": "Synthesis of NiCl2 nanotubes and fullerene-like structures by laser ablation: theoretical considerations and comparison with MoS2 nanotubes",
|
|
1869
|
"authors": [
|
|
1870
|
"Hacohen, Y.R.",
|
|
1871
|
"Popovitz-Biro, R.",
|
|
1872
|
"Prior, Y.",
|
|
1873
|
"Gemming, S.",
|
|
1874
|
"Seifert, G.",
|
|
1875
|
"Tenne, R."
|
|
1876
|
],
|
|
1877
|
"pages": {
|
|
1878
|
"start": "1644",
|
|
1879
|
"end": "1651"
|
|
1880
|
},
|
|
1881
|
"source": "Phys. Chem. Chem. Phys",
|
|
1882
|
"volume": "5",
|
|
1883
|
"year": "2003",
|
|
1884
|
"edition": null,
|
|
1885
|
"publisher": null,
|
|
1886
|
"location": null,
|
|
1887
|
"series": null,
|
|
1888
|
"issue": null,
|
|
1889
|
"url": null
|
|
1890
|
},
|
|
1891
|
"position": 41,
|
|
1892
|
"text": "41. Hacohen, Y.R.; Popovitz-Biro, R.; Prior, Y.; Gemming, S.; Seifert, G.; Tenne, R. Synthesis of NiCl2 nanotubes and fullerene-like structures by laser ablation: theoretical considerations and comparison with MoS2 nanotubes. Phys. Chem. Chem. Phys. 2003, 5, 1644-1651."
|
|
1893
|
},
|
|
1894
|
{
|
|
1895
|
"basicMetadata": {
|
|
1896
|
"title": "The first true inorganic fullerenes?",
|
|
1897
|
"authors": [
|
|
1898
|
"Parilla, P.A.",
|
|
1899
|
"Jones, A.C.",
|
|
1900
|
"Riker, K.M.",
|
|
1901
|
"Schulz, G.",
|
|
1902
|
"Ginley, D.L.",
|
|
1903
|
"Heben, D.S.",
|
|
1904
|
"M.J."
|
|
1905
|
],
|
|
1906
|
"pages": {
|
|
1907
|
"start": "114",
|
|
1908
|
"end": "114"
|
|
1909
|
},
|
|
1910
|
"source": "Nature",
|
|
1911
|
"volume": "397",
|
|
1912
|
"year": "1999",
|
|
1913
|
"edition": null,
|
|
1914
|
"publisher": null,
|
|
1915
|
"location": null,
|
|
1916
|
"series": null,
|
|
1917
|
"issue": null,
|
|
1918
|
"url": null
|
|
1919
|
},
|
|
1920
|
"position": 42,
|
|
1921
|
"text": "42. Parilla, P.A.; Dillon, A.C.; Jones, K.M.; Riker, G.; Schulz, D.L.; Ginley, D.S.; Heben, M.J. The first true inorganic fullerenes? Nature 1999, 397, 114-114."
|
|
1922
|
},
|
|
1923
|
{
|
|
1924
|
"basicMetadata": {
|
|
1925
|
"title": "Electronic band structure of scroll-like divanadium pentoxide nanotubes",
|
|
1926
|
"authors": [
|
|
1927
|
"Enyashin, A.N.",
|
|
1928
|
"Ivanovskaya, V.V.",
|
|
1929
|
"Makurin, Y.N.",
|
|
1930
|
"Ivanovskii, A.L."
|
|
1931
|
],
|
|
1932
|
"pages": {
|
|
1933
|
"start": "152",
|
|
1934
|
"end": "156"
|
|
1935
|
},
|
|
1936
|
"source": "Phys. Lett. A",
|
|
1937
|
"volume": "326",
|
|
1938
|
"year": "2004",
|
|
1939
|
"edition": null,
|
|
1940
|
"publisher": null,
|
|
1941
|
"location": null,
|
|
1942
|
"series": null,
|
|
1943
|
"issue": null,
|
|
1944
|
"url": null
|
|
1945
|
},
|
|
1946
|
"position": 43,
|
|
1947
|
"text": "43. Enyashin, A.N.; Ivanovskaya, V.V.; Makurin, Y.N.; Ivanovskii, A.L. Electronic band structure of scroll-like divanadium pentoxide nanotubes. Phys. Lett. A 2004, 326, 152-156."
|
|
1948
|
},
|
|
1949
|
{
|
|
1950
|
"basicMetadata": {
|
|
1951
|
"title": "The physics of laser ablation in microchemical analysis",
|
|
1952
|
"authors": [
|
|
1953
|
"Russo",
|
|
1954
|
"Mao, X.",
|
|
1955
|
"Mao, S.S."
|
|
1956
|
],
|
|
1957
|
"pages": {
|
|
1958
|
"start": "70",
|
|
1959
|
"end": "77"
|
|
1960
|
},
|
|
1961
|
"source": "Anal. Chem",
|
|
1962
|
"volume": "74",
|
|
1963
|
"year": "2002",
|
|
1964
|
"edition": null,
|
|
1965
|
"publisher": null,
|
|
1966
|
"location": null,
|
|
1967
|
"series": null,
|
|
1968
|
"issue": null,
|
|
1969
|
"url": null
|
|
1970
|
},
|
|
1971
|
"position": 44,
|
|
1972
|
"text": "44. Russo, R.E.; Mao, X.; Mao, S.S. The physics of laser ablation in microchemical analysis. Anal. Chem. 2002, 74, 70-77."
|
|
1973
|
},
|
|
1974
|
{
|
|
1975
|
"basicMetadata": {
|
|
1976
|
"title": null,
|
|
1977
|
"authors": [
|
|
1978
|
"Russo"
|
|
1979
|
],
|
|
1980
|
"pages": null,
|
|
1981
|
"source": "Laser Ablation. Appl. Spectrosc",
|
|
1982
|
"volume": "49",
|
|
1983
|
"year": "1995",
|
|
1984
|
"edition": null,
|
|
1985
|
"publisher": null,
|
|
1986
|
"location": null,
|
|
1987
|
"series": null,
|
|
1988
|
"issue": null,
|
|
1989
|
"url": null
|
|
1990
|
},
|
|
1991
|
"position": 45,
|
|
1992
|
"text": "45. Russo, R.E. Laser Ablation. Appl. Spectrosc. 1995, 49, 14A-28A."
|
|
1993
|
},
|
|
1994
|
{
|
|
1995
|
"basicMetadata": {
|
|
1996
|
"title": "Nanoparticles Produced by Laser Ablation of HfS3 in Liquid Medium: Inorganic Fullerene-Like Structures of Hf2S",
|
|
1997
|
"authors": [
|
|
1998
|
"Nath, M.",
|
|
1999
|
"Rao, C.N.R.",
|
|
2000
|
"Popovitz-Biro, R.",
|
|
2001
|
"Albu-Yaron, A.",
|
|
2002
|
"Tenne, R."
|
|
2003
|
],
|
|
2004
|
"pages": {
|
|
2005
|
"start": "2238",
|
|
2006
|
"end": "2243"
|
|
2007
|
},
|
|
2008
|
"source": null,
|
|
2009
|
"volume": "16",
|
|
2010
|
"year": "2004",
|
|
2011
|
"edition": null,
|
|
2012
|
"publisher": null,
|
|
2013
|
"location": null,
|
|
2014
|
"series": null,
|
|
2015
|
"issue": null,
|
|
2016
|
"url": null
|
|
2017
|
},
|
|
2018
|
"position": 46,
|
|
2019
|
"text": "46. Nath, M.; Rao, C.N.R.; Popovitz-Biro, R.; Albu-Yaron, A.; Tenne, R. Nanoparticles Produced by Laser Ablation of HfS3 in Liquid Medium: Inorganic Fullerene-Like Structures of Hf2S. Chem. Mater. 2004, 16, 2238-2243."
|
|
2020
|
},
|
|
2021
|
{
|
|
2022
|
"basicMetadata": {
|
|
2023
|
"title": "Laser-induced colouration of V2O5",
|
|
2024
|
"authors": [
|
|
2025
|
"Liu, Z.",
|
|
2026
|
"Fang, G.",
|
|
2027
|
"Wang, Y.",
|
|
2028
|
"Bai, Y.",
|
|
2029
|
"Yao, K.L."
|
|
2030
|
],
|
|
2031
|
"pages": {
|
|
2032
|
"start": "2327",
|
|
2033
|
"end": "2332"
|
|
2034
|
},
|
|
2035
|
"source": "J. Phys. D-Appl. Phys",
|
|
2036
|
"volume": "33",
|
|
2037
|
"year": "2000",
|
|
2038
|
"edition": null,
|
|
2039
|
"publisher": null,
|
|
2040
|
"location": null,
|
|
2041
|
"series": null,
|
|
2042
|
"issue": null,
|
|
2043
|
"url": null
|
|
2044
|
},
|
|
2045
|
"position": 47,
|
|
2046
|
"text": "47. Liu, Z.; Fang, G.; Wang, Y.; Bai, Y.; Yao, K.L. Laser-induced colouration of V2O5. J. Phys. D-Appl. Phys. 2000, 33, 2327-2332."
|
|
2047
|
},
|
|
2048
|
{
|
|
2049
|
"basicMetadata": {
|
|
2050
|
"title": "Characterization of amorphous vanadium pentoxide thin films prepared by chemical vapour deposition (CVD) and vacuum deposition",
|
|
2051
|
"authors": [
|
|
2052
|
"Michailovits",
|
|
2053
|
"Bali, K.",
|
|
2054
|
"Szorenyi, T.",
|
|
2055
|
"Hevesi, I."
|
|
2056
|
],
|
|
2057
|
"pages": {
|
|
2058
|
"start": "217",
|
|
2059
|
"end": "221"
|
|
2060
|
},
|
|
2061
|
"source": "Acta phys. Acad. Sci. Hung",
|
|
2062
|
"volume": "49",
|
|
2063
|
"year": "1980",
|
|
2064
|
"edition": null,
|
|
2065
|
"publisher": null,
|
|
2066
|
"location": null,
|
|
2067
|
"series": null,
|
|
2068
|
"issue": null,
|
|
2069
|
"url": null
|
|
2070
|
},
|
|
2071
|
"position": 48,
|
|
2072
|
"text": "48. Michailovits, L.; Bali, K.; Szorenyi, T.; Hevesi, I. Characterization of amorphous vanadium pentoxide thin films prepared by chemical vapour deposition (CVD) and vacuum deposition. Acta phys. Acad. Sci. Hung. 1980, 49, 217-221."
|
|
2073
|
},
|
|
2074
|
{
|
|
2075
|
"basicMetadata": {
|
|
2076
|
"title": "Structural analysis of amorphous V2O5 by large-angle X-ray scattering",
|
|
2077
|
"authors": [
|
|
2078
|
"Mosset, A.",
|
|
2079
|
"Lecante, P.",
|
|
2080
|
"Galy, J.",
|
|
2081
|
"Livage, J."
|
|
2082
|
],
|
|
2083
|
"pages": {
|
|
2084
|
"start": "137",
|
|
2085
|
"end": "149"
|
|
2086
|
},
|
|
2087
|
"source": "Phil. Mag. B",
|
|
2088
|
"volume": "46",
|
|
2089
|
"year": "1982",
|
|
2090
|
"edition": null,
|
|
2091
|
"publisher": null,
|
|
2092
|
"location": null,
|
|
2093
|
"series": null,
|
|
2094
|
"issue": null,
|
|
2095
|
"url": null
|
|
2096
|
},
|
|
2097
|
"position": 49,
|
|
2098
|
"text": "49. Mosset, A.; Lecante, P.; Galy, J.; Livage, J. Structural analysis of amorphous V2O5 by large-angle X-ray scattering. Phil. Mag. B 1982, 46, 137-149."
|
|
2099
|
},
|
|
2100
|
{
|
|
2101
|
"basicMetadata": {
|
|
2102
|
"title": "Bulk synthesis of inorganic fullerene-like MS2 (M\u003dMo, W) from the respective trioxides and the reaction mechanism",
|
|
2103
|
"authors": [
|
|
2104
|
"Feldman, Y.",
|
|
2105
|
"Homyonfer, G.L.",
|
|
2106
|
"Lyakhovitskaya, M.",
|
|
2107
|
"Margulis, V.",
|
|
2108
|
"Cohen, L.",
|
|
2109
|
"Hodes, H.",
|
|
2110
|
"Hutchison, G.",
|
|
2111
|
"Tenne, J.L.",
|
|
2112
|
"R."
|
|
2113
|
],
|
|
2114
|
"pages": {
|
|
2115
|
"start": "5362",
|
|
2116
|
"end": "5367"
|
|
2117
|
},
|
|
2118
|
"source": "J. Am. Chem. Soc",
|
|
2119
|
"volume": "118",
|
|
2120
|
"year": "1996",
|
|
2121
|
"edition": null,
|
|
2122
|
"publisher": null,
|
|
2123
|
"location": null,
|
|
2124
|
"series": null,
|
|
2125
|
"issue": null,
|
|
2126
|
"url": null
|
|
2127
|
},
|
|
2128
|
"position": 50,
|
|
2129
|
"text": "50. Feldman, Y.; Frey, G.L.; Homyonfer, M.; Lyakhovitskaya, V.; Margulis, L.; Cohen, H.; Hodes, G.; Hutchison, J.L.; Tenne, R. Bulk synthesis of inorganic fullerene-like MS2 (M\u003dMo, W) from the respective trioxides and the reaction mechanism. J. Am. Chem. Soc. 1996, 118, 5362- 5367."
|
|
2130
|
},
|
|
2131
|
{
|
|
2132
|
"basicMetadata": {
|
|
2133
|
"title": "On the growth mechanism of pulsed-laser deposited vanadium oxide thin films",
|
|
2134
|
"authors": [
|
|
2135
|
"Ramana, C.V.",
|
|
2136
|
"Hussain, R.J.",
|
|
2137
|
"Julien, O.M.",
|
|
2138
|
"C.M."
|
|
2139
|
],
|
|
2140
|
"pages": {
|
|
2141
|
"start": "218",
|
|
2142
|
"end": "225"
|
|
2143
|
},
|
|
2144
|
"source": "Mater. Sci. Eng. B-Solid State M",
|
|
2145
|
"volume": "111",
|
|
2146
|
"year": "2004",
|
|
2147
|
"edition": null,
|
|
2148
|
"publisher": null,
|
|
2149
|
"location": null,
|
|
2150
|
"series": null,
|
|
2151
|
"issue": null,
|
|
2152
|
"url": null
|
|
2153
|
},
|
|
2154
|
"position": 51,
|
|
2155
|
"text": "51. Ramana, C.V.; Smith, R.J.; Hussain, O.M.; Julien, C.M. On the growth mechanism of pulsed-laser deposited vanadium oxide thin films. Mater. Sci. Eng. B-Solid State M 2004, 111, 218-225."
|
|
2156
|
},
|
|
2157
|
{
|
|
2158
|
"basicMetadata": {
|
|
2159
|
"title": "Charge asymmetry in the solid state",
|
|
2160
|
"authors": [
|
|
2161
|
"Garcia",
|
|
2162
|
"Cohen"
|
|
2163
|
],
|
|
2164
|
"pages": {
|
|
2165
|
"start": "4215",
|
|
2166
|
"end": "4220"
|
|
2167
|
},
|
|
2168
|
"source": "Phys. Rev. B",
|
|
2169
|
"volume": "47",
|
|
2170
|
"year": "1993",
|
|
2171
|
"edition": null,
|
|
2172
|
"publisher": null,
|
|
2173
|
"location": null,
|
|
2174
|
"series": null,
|
|
2175
|
"issue": null,
|
|
2176
|
"url": null
|
|
2177
|
},
|
|
2178
|
"position": 52,
|
|
2179
|
"text": "52. Garcia, A.; Cohen, M.L. First-principles ionicity scales. I. Charge asymmetry in the solid state. Phys. Rev. B 1993, 47, 4215-4220."
|
|
2180
|
},
|
|
2181
|
{
|
|
2182
|
"basicMetadata": {
|
|
2183
|
"title": "Insight into the Growth Mechanism of WS2 Nanotubes in the Scaled-Up Fluidized Bed Reactor",
|
|
2184
|
"authors": [
|
|
2185
|
"Zak, A.",
|
|
2186
|
"Sallacan-Ecker, L.",
|
|
2187
|
"Genut, A.",
|
|
2188
|
"Tenne, M.",
|
|
2189
|
"R."
|
|
2190
|
],
|
|
2191
|
"pages": {
|
|
2192
|
"start": "91",
|
|
2193
|
"end": "98"
|
|
2194
|
},
|
|
2195
|
"source": "Nano",
|
|
2196
|
"volume": "4",
|
|
2197
|
"year": "2009",
|
|
2198
|
"edition": null,
|
|
2199
|
"publisher": null,
|
|
2200
|
"location": null,
|
|
2201
|
"series": null,
|
|
2202
|
"issue": null,
|
|
2203
|
"url": null
|
|
2204
|
},
|
|
2205
|
"position": 53,
|
|
2206
|
"text": "53. Zak, A.; Sallacan-Ecker, L.; Margolin, A.; Genut, M.; Tenne, R. Insight into the Growth Mechanism of WS2 Nanotubes in the Scaled-Up Fluidized Bed Reactor. Nano 2009, 4, 91-98."
|
|
2207
|
},
|
|
2208
|
{
|
|
2209
|
"basicMetadata": {
|
|
2210
|
"title": "Oxidic nanotubes and nanorods-anisotropic modules for a future nanotechnology",
|
|
2211
|
"authors": [
|
|
2212
|
"Patzke, G.R.",
|
|
2213
|
"; Krumeich, F.",
|
|
2214
|
"Nesper, R."
|
|
2215
|
],
|
|
2216
|
"pages": {
|
|
2217
|
"start": "2446",
|
|
2218
|
"end": "2461"
|
|
2219
|
},
|
|
2220
|
"source": null,
|
|
2221
|
"volume": "41",
|
|
2222
|
"year": "2002",
|
|
2223
|
"edition": null,
|
|
2224
|
"publisher": null,
|
|
2225
|
"location": null,
|
|
2226
|
"series": null,
|
|
2227
|
"issue": null,
|
|
2228
|
"url": null
|
|
2229
|
},
|
|
2230
|
"position": 54,
|
|
2231
|
"text": "54. Patzke, G.R.; Krumeich, F.; Nesper, R. Oxidic nanotubes and nanorods-anisotropic modules for a future nanotechnology. Angew. Chem. Int. Ed. 2002, 41, 2446-2461."
|
|
2232
|
},
|
|
2233
|
{
|
|
2234
|
"basicMetadata": {
|
|
2235
|
"title": "Geometric and electronic structure of vanadium pentoxide: A density functional bulk and surface study",
|
|
2236
|
"authors": [
|
|
2237
|
"Chakrabarti, A.",
|
|
2238
|
"Druzinic, K.",
|
|
2239
|
"Witko, R.",
|
|
2240
|
"Wagner, M.",
|
|
2241
|
"Petersen, F.",
|
|
2242
|
"M."
|
|
2243
|
],
|
|
2244
|
"pages": {
|
|
2245
|
"start": "10583",
|
|
2246
|
"end": "10590"
|
|
2247
|
},
|
|
2248
|
"source": "Phys. Rev. B",
|
|
2249
|
"volume": "59",
|
|
2250
|
"year": "1999",
|
|
2251
|
"edition": null,
|
|
2252
|
"publisher": null,
|
|
2253
|
"location": null,
|
|
2254
|
"series": null,
|
|
2255
|
"issue": null,
|
|
2256
|
"url": null
|
|
2257
|
},
|
|
2258
|
"position": 55,
|
|
2259
|
"text": "55. Chakrabarti, A.; Hermann, K.; Druzinic, R.; Witko, M.; Wagner, F.; Petersen, M. Geometric and electronic structure of vanadium pentoxide: A density functional bulk and surface study. Phys. Rev. B 1999, 59, 10583-10590."
|
|
2260
|
},
|
|
2261
|
{
|
|
2262
|
"basicMetadata": {
|
|
2263
|
"title": "Optical-Properties of Vanadium Pentoxide Determined from Ellipsometry and Band-Structure Calculations",
|
|
2264
|
"authors": [
|
|
2265
|
"Parker",
|
|
2266
|
"Lam, D.J.",
|
|
2267
|
"Xu, Y.N.",
|
|
2268
|
"Ching, W.Y."
|
|
2269
|
],
|
|
2270
|
"pages": {
|
|
2271
|
"start": "5289",
|
|
2272
|
"end": "5293"
|
|
2273
|
},
|
|
2274
|
"source": "Phys. Rev. B",
|
|
2275
|
"volume": "42",
|
|
2276
|
"year": "1990",
|
|
2277
|
"edition": null,
|
|
2278
|
"publisher": null,
|
|
2279
|
"location": null,
|
|
2280
|
"series": null,
|
|
2281
|
"issue": null,
|
|
2282
|
"url": null
|
|
2283
|
},
|
|
2284
|
"position": 56,
|
|
2285
|
"text": "56. Parker, J.C.; Lam, D.J.; Xu, Y.N.; Ching, W.Y. Optical-Properties of Vanadium Pentoxide Determined from Ellipsometry and Band-Structure Calculations. Phys. Rev. B 1990, 42, 5289-5293."
|
|
2286
|
}
|
|
2287
|
],
|
|
2288
|
"authors": [
|
|
2289
|
{
|
|
2290
|
"authorFullName": "Roi Levi",
|
|
2291
|
"affiliationPositions": [
|
|
2292
|
1
|
|
2293
|
]
|
|
2294
|
},
|
|
2295
|
{
|
|
2296
|
"authorFullName": "Maya Bar-Sadan",
|
|
2297
|
"affiliationPositions": [
|
|
2298
|
2,
|
|
2299
|
1
|
|
2300
|
]
|
|
2301
|
},
|
|
2302
|
{
|
|
2303
|
"authorFullName": "Ana Albu-Yaron",
|
|
2304
|
"affiliationPositions": [
|
|
2305
|
1
|
|
2306
|
]
|
|
2307
|
},
|
|
2308
|
{
|
|
2309
|
"authorFullName": "Ronit Popovitz-Biro",
|
|
2310
|
"affiliationPositions": [
|
|
2311
|
3,
|
|
2312
|
1
|
|
2313
|
]
|
|
2314
|
},
|
|
2315
|
{
|
|
2316
|
"authorFullName": "Lothar Houben",
|
|
2317
|
"affiliationPositions": [
|
|
2318
|
2,
|
|
2319
|
1
|
|
2320
|
]
|
|
2321
|
},
|
|
2322
|
{
|
|
2323
|
"authorFullName": "Yehiam Prior",
|
|
2324
|
"affiliationPositions": [
|
|
2325
|
1,
|
|
2326
|
0
|
|
2327
|
]
|
|
2328
|
},
|
|
2329
|
{
|
|
2330
|
"authorFullName": "Reshef Tenne",
|
|
2331
|
"affiliationPositions": [
|
|
2332
|
1
|
|
2333
|
]
|
|
2334
|
}
|
|
2335
|
],
|
|
2336
|
"affiliations": [
|
|
2337
|
{
|
|
2338
|
"organization": "Chemical Physics Department, Weizmann Institute of Science",
|
|
2339
|
"country": " Israel",
|
|
2340
|
"rawText": "Chemical Physics Department, Weizmann Institute of Science, Israel"
|
|
2341
|
},
|
|
2342
|
{
|
|
2343
|
"organization": "Materials and Interfaces Department, Weizmann Institute of Science",
|
|
2344
|
"country": " Israel",
|
|
2345
|
"rawText": "Materials and Interfaces Department, Weizmann Institute of Science, Rehovot, Israel"
|
|
2346
|
},
|
|
2347
|
{
|
|
2348
|
"organization": "Institute of Solid State Research and Ernst-Ruska Centre for Microscopy and Spectroscopy with Electrons, Research Centre Jülich GmbH",
|
|
2349
|
"country": " Germany",
|
|
2350
|
"rawText": "Institute of Solid State Research and Ernst-Ruska Centre for Microscopy and Spectroscopy with Electrons, Research Centre Jülich GmbH, Germany"
|
|
2351
|
},
|
|
2352
|
{
|
|
2353
|
"organization": "Electron Microscopy Unit, Weizmann Institute of Science",
|
|
2354
|
"country": " Israel",
|
|
2355
|
"rawText": "Electron Microscopy Unit, Weizmann Institute of Science, Israel"
|
|
2356
|
}
|
|
2357
|
],
|
|
2358
|
"volume": "3",
|
|
2359
|
"issue": null,
|
|
2360
|
"pages": {
|
|
2361
|
"start": "4428",
|
|
2362
|
"end": "4445"
|
|
2363
|
}
|
|
2364
|
}
|
|
2365
|
{
|
|
2366
|
"id": "id-3",
|
|
2367
|
"title": "Optimization with Sparsity-Inducing Penalties",
|
|
2368
|
"abstract": "Sparse estimation methods are aimed at using or obtaining parsimonious representations of data or models. They were first dedicated to linear variable selection but numerous extensions have now emerged such as structured sparsity or kernel selection. It turns out that many of the related estimation problems can be cast as convex optimization problems by regularizing the empirical risk with appropriate nonsmooth norms. The goal of this paper is to present from a general perspective optimization tools and techniques dedicated to such sparsityinducing penalties. We cover proximal methods, block-coordinate descent, reweighted ℓ 2-penalized techniques, working-set and homotopy methods, as well as non-convex formulations and extensions, and provide an extensive set of experiments to compare various algorithms from a computational point of view.",
|
|
2369
|
"language": null,
|
|
2370
|
"keywords": null,
|
|
2371
|
"externalIdentifiers": null,
|
|
2372
|
"journal": null,
|
|
2373
|
"year": null,
|
|
2374
|
"publisher": null,
|
|
2375
|
"references": [
|
|
2376
|
{
|
|
2377
|
"basicMetadata": {
|
|
2378
|
"title": "A new approach to col- laborative filtering: Operator estimation with spectral regularization",
|
|
2379
|
"authors": [
|
|
2380
|
"Abernethy, J.",
|
|
2381
|
"Bach, F.",
|
|
2382
|
"Evgeniou, T.",
|
|
2383
|
"Vert, J.-P."
|
|
2384
|
],
|
|
2385
|
"pages": {
|
|
2386
|
"start": "803",
|
|
2387
|
"end": "826"
|
|
2388
|
},
|
|
2389
|
"source": "Journal of Machine Learning Research",
|
|
2390
|
"volume": "10",
|
|
2391
|
"year": "2009",
|
|
2392
|
"edition": null,
|
|
2393
|
"publisher": null,
|
|
2394
|
"location": null,
|
|
2395
|
"series": null,
|
|
2396
|
"issue": null,
|
|
2397
|
"url": null
|
|
2398
|
},
|
|
2399
|
"position": 1,
|
|
2400
|
"text": "[1] J. Abernethy, F. Bach, T. Evgeniou, and J.-P. Vert. A new approach to col- laborative filtering: Operator estimation with spectral regularization. Journal of Machine Learning Research, 10:803–826, 2009."
|
|
2401
|
},
|
|
2402
|
{
|
|
2403
|
"basicMetadata": {
|
|
2404
|
"title": "Variable sparsity kernel learning",
|
|
2405
|
"authors": [
|
|
2406
|
"Aflalo, J.",
|
|
2407
|
"Ben-Tal, A.",
|
|
2408
|
"Bhattacharyya, C.",
|
|
2409
|
"Nath, J.S.",
|
|
2410
|
"Raman, S."
|
|
2411
|
],
|
|
2412
|
"pages": {
|
|
2413
|
"start": "565",
|
|
2414
|
"end": "592"
|
|
2415
|
},
|
|
2416
|
"source": "Journal of Machine Learning Research",
|
|
2417
|
"volume": "12",
|
|
2418
|
"year": "2011",
|
|
2419
|
"edition": null,
|
|
2420
|
"publisher": null,
|
|
2421
|
"location": null,
|
|
2422
|
"series": null,
|
|
2423
|
"issue": null,
|
|
2424
|
"url": null
|
|
2425
|
},
|
|
2426
|
"position": 2,
|
|
2427
|
"text": "[2] J. Aflalo, A. Ben-Tal, C. Bhattacharyya, J.S. Nath, and S. Raman. Variable sparsity kernel learning. Journal of Machine Learning Research, 12:565–592, 2011."
|
|
2428
|
},
|
|
2429
|
{
|
|
2430
|
"basicMetadata": {
|
|
2431
|
"title": "An algorithm for designing overcomplete dictionaries for sparse representation",
|
|
2432
|
"authors": [
|
|
2433
|
"Aharon, M.",
|
|
2434
|
"Elad, M.",
|
|
2435
|
"Bruckstein, A.",
|
|
2436
|
"K-SVD"
|
|
2437
|
],
|
|
2438
|
"pages": {
|
|
2439
|
"start": "4311",
|
|
2440
|
"end": "4322"
|
|
2441
|
},
|
|
2442
|
"source": "IEEE Transactions on Signal Processing",
|
|
2443
|
"volume": "54",
|
|
2444
|
"year": "2006",
|
|
2445
|
"edition": null,
|
|
2446
|
"publisher": null,
|
|
2447
|
"location": null,
|
|
2448
|
"series": null,
|
|
2449
|
"issue": "11",
|
|
2450
|
"url": null
|
|
2451
|
},
|
|
2452
|
"position": 3,
|
|
2453
|
"text": "[3] M. Aharon, M. Elad, and A. Bruckstein. K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11):4311–4322, 2006."
|
|
2454
|
},
|
|
2455
|
{
|
|
2456
|
"basicMetadata": {
|
|
2457
|
"title": "Uncovering shared structures in multiclass classification",
|
|
2458
|
"authors": [
|
|
2459
|
"Amit, Y.",
|
|
2460
|
"Fink, M.",
|
|
2461
|
"Srebro, N.",
|
|
2462
|
"Ullman, S."
|
|
2463
|
],
|
|
2464
|
"pages": null,
|
|
2465
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
2466
|
"volume": null,
|
|
2467
|
"year": "2007",
|
|
2468
|
"edition": null,
|
|
2469
|
"publisher": null,
|
|
2470
|
"location": null,
|
|
2471
|
"series": null,
|
|
2472
|
"issue": null,
|
|
2473
|
"url": null
|
|
2474
|
},
|
|
2475
|
"position": 4,
|
|
2476
|
"text": "[4] Y. Amit, M. Fink, N. Srebro, and S. Ullman. Uncovering shared structures in multiclass classification. In Proceedings of the International Conference on Machine Learning (ICML), 2007."
|
|
2477
|
},
|
|
2478
|
{
|
|
2479
|
"basicMetadata": {
|
|
2480
|
"title": "Sparse probabilistic projections",
|
|
2481
|
"authors": [
|
|
2482
|
"Archambeau, C.",
|
|
2483
|
"Bach, F."
|
|
2484
|
],
|
|
2485
|
"pages": null,
|
|
2486
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
2487
|
"volume": null,
|
|
2488
|
"year": "2008",
|
|
2489
|
"edition": null,
|
|
2490
|
"publisher": null,
|
|
2491
|
"location": null,
|
|
2492
|
"series": null,
|
|
2493
|
"issue": null,
|
|
2494
|
"url": null
|
|
2495
|
},
|
|
2496
|
"position": 5,
|
|
2497
|
"text": "[5] C. Archambeau and F. Bach. Sparse probabilistic projections. In Advances in Neural Information Processing Systems (NIPS), 2008."
|
|
2498
|
},
|
|
2499
|
{
|
|
2500
|
"basicMetadata": {
|
|
2501
|
"title": "Convex multi-task feature learning",
|
|
2502
|
"authors": [
|
|
2503
|
"Argyriou, A.",
|
|
2504
|
"Evgeniou, T.",
|
|
2505
|
"Pontil, M."
|
|
2506
|
],
|
|
2507
|
"pages": {
|
|
2508
|
"start": "243",
|
|
2509
|
"end": "272"
|
|
2510
|
},
|
|
2511
|
"source": "Machine Learning",
|
|
2512
|
"volume": "73",
|
|
2513
|
"year": "2008",
|
|
2514
|
"edition": null,
|
|
2515
|
"publisher": null,
|
|
2516
|
"location": null,
|
|
2517
|
"series": null,
|
|
2518
|
"issue": "3",
|
|
2519
|
"url": null
|
|
2520
|
},
|
|
2521
|
"position": 6,
|
|
2522
|
"text": "[6] A. Argyriou, T. Evgeniou, and M. Pontil. Convex multi-task feature learning. Machine Learning, 73(3):243–272, 2008."
|
|
2523
|
},
|
|
2524
|
{
|
|
2525
|
"basicMetadata": {
|
|
2526
|
"title": "Consistency of the group lasso and multiple kernel learning",
|
|
2527
|
"authors": [
|
|
2528
|
"Bach, F."
|
|
2529
|
],
|
|
2530
|
"pages": {
|
|
2531
|
"start": "1179",
|
|
2532
|
"end": "1225"
|
|
2533
|
},
|
|
2534
|
"source": "Journal of Machine Learning Research",
|
|
2535
|
"volume": "9",
|
|
2536
|
"year": "2008",
|
|
2537
|
"edition": null,
|
|
2538
|
"publisher": null,
|
|
2539
|
"location": null,
|
|
2540
|
"series": null,
|
|
2541
|
"issue": null,
|
|
2542
|
"url": null
|
|
2543
|
},
|
|
2544
|
"position": 7,
|
|
2545
|
"text": "[7] F. Bach. Consistency of the group lasso and multiple kernel learning. Journal of Machine Learning Research, 9:1179–1225, 2008."
|
|
2546
|
},
|
|
2547
|
{
|
|
2548
|
"basicMetadata": {
|
|
2549
|
"title": "Consistency of trace norm minimization",
|
|
2550
|
"authors": [
|
|
2551
|
"Bach, F."
|
|
2552
|
],
|
|
2553
|
"pages": {
|
|
2554
|
"start": "1019",
|
|
2555
|
"end": "1048"
|
|
2556
|
},
|
|
2557
|
"source": "Journal of Machine Learn- ing Research",
|
|
2558
|
"volume": "9",
|
|
2559
|
"year": "2008",
|
|
2560
|
"edition": null,
|
|
2561
|
"publisher": null,
|
|
2562
|
"location": null,
|
|
2563
|
"series": null,
|
|
2564
|
"issue": null,
|
|
2565
|
"url": null
|
|
2566
|
},
|
|
2567
|
"position": 8,
|
|
2568
|
"text": "[8] F. Bach. Consistency of trace norm minimization. Journal of Machine Learn- ing Research, 9:1019–1048, 2008."
|
|
2569
|
},
|
|
2570
|
{
|
|
2571
|
"basicMetadata": {
|
|
2572
|
"title": "Exploring large feature spaces with hierarchical multiple kernel learning",
|
|
2573
|
"authors": [
|
|
2574
|
"Bach, F."
|
|
2575
|
],
|
|
2576
|
"pages": null,
|
|
2577
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
2578
|
"volume": null,
|
|
2579
|
"year": "2008",
|
|
2580
|
"edition": null,
|
|
2581
|
"publisher": null,
|
|
2582
|
"location": null,
|
|
2583
|
"series": null,
|
|
2584
|
"issue": null,
|
|
2585
|
"url": null
|
|
2586
|
},
|
|
2587
|
"position": 9,
|
|
2588
|
"text": "[9] F. Bach. Exploring large feature spaces with hierarchical multiple kernel learning. In Advances in Neural Information Processing Systems (NIPS), 2008."
|
|
2589
|
},
|
|
2590
|
{
|
|
2591
|
"basicMetadata": {
|
|
2592
|
"title": "Structured sparsity-inducing norms through submodular functions",
|
|
2593
|
"authors": [
|
|
2594
|
"Bach, F."
|
|
2595
|
],
|
|
2596
|
"pages": null,
|
|
2597
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
2598
|
"volume": null,
|
|
2599
|
"year": "2010",
|
|
2600
|
"edition": null,
|
|
2601
|
"publisher": null,
|
|
2602
|
"location": null,
|
|
2603
|
"series": null,
|
|
2604
|
"issue": null,
|
|
2605
|
"url": null
|
|
2606
|
},
|
|
2607
|
"position": 10,
|
|
2608
|
"text": "[10] F. Bach. Structured sparsity-inducing norms through submodular functions. In Advances in Neural Information Processing Systems (NIPS), 2010."
|
|
2609
|
},
|
|
2610
|
{
|
|
2611
|
"basicMetadata": {
|
|
2612
|
"title": "Shaping level sets with submodular functions",
|
|
2613
|
"authors": [
|
|
2614
|
"Bach, F."
|
|
2615
|
],
|
|
2616
|
"pages": null,
|
|
2617
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
2618
|
"volume": null,
|
|
2619
|
"year": "2011",
|
|
2620
|
"edition": null,
|
|
2621
|
"publisher": null,
|
|
2622
|
"location": null,
|
|
2623
|
"series": null,
|
|
2624
|
"issue": null,
|
|
2625
|
"url": null
|
|
2626
|
},
|
|
2627
|
"position": 11,
|
|
2628
|
"text": "[11] F. Bach. Shaping level sets with submodular functions. In Advances in Neural Information Processing Systems (NIPS), 2011."
|
|
2629
|
},
|
|
2630
|
{
|
|
2631
|
"basicMetadata": {
|
|
2632
|
"title": "Convex optimization with sparsity-inducing norms",
|
|
2633
|
"authors": [
|
|
2634
|
"Bach, F.",
|
|
2635
|
"Jenatton, R.",
|
|
2636
|
"Obozinski, G.",
|
|
2637
|
"Nowozin, S.",
|
|
2638
|
"S.J."
|
|
2639
|
],
|
|
2640
|
"pages": null,
|
|
2641
|
"source": "Optimization for Machine Learning",
|
|
2642
|
"volume": null,
|
|
2643
|
"year": "2011",
|
|
2644
|
"edition": null,
|
|
2645
|
"publisher": null,
|
|
2646
|
"location": null,
|
|
2647
|
"series": null,
|
|
2648
|
"issue": null,
|
|
2649
|
"url": null
|
|
2650
|
},
|
|
2651
|
"position": 12,
|
|
2652
|
"text": "[12] F. Bach, R. Jenatton, J. Mairal, and G. Obozinski. Convex optimization with sparsity-inducing norms. In S. Sra, S. Nowozin, and S.J. Wright, editors, Optimization for Machine Learning. MIT Press, 2011."
|
|
2653
|
},
|
|
2654
|
{
|
|
2655
|
"basicMetadata": {
|
|
2656
|
"title": "Multiple kernel learning, conic duality, and the SMO algorithm",
|
|
2657
|
"authors": [
|
|
2658
|
"Bach, F.",
|
|
2659
|
"Lanckriet, G. R. G.",
|
|
2660
|
"Jordan, M. I."
|
|
2661
|
],
|
|
2662
|
"pages": null,
|
|
2663
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
2664
|
"volume": null,
|
|
2665
|
"year": "2004",
|
|
2666
|
"edition": null,
|
|
2667
|
"publisher": null,
|
|
2668
|
"location": null,
|
|
2669
|
"series": null,
|
|
2670
|
"issue": null,
|
|
2671
|
"url": null
|
|
2672
|
},
|
|
2673
|
"position": 13,
|
|
2674
|
"text": "[13] F. Bach, G. R. G. Lanckriet, and M. I. Jordan. Multiple kernel learning, conic duality, and the SMO algorithm. In Proceedings of the International Conference on Machine Learning (ICML), 2004."
|
|
2675
|
},
|
|
2676
|
{
|
|
2677
|
"basicMetadata": {
|
|
2678
|
"title": "Convex sparse matrix factorizations",
|
|
2679
|
"authors": [
|
|
2680
|
"Bach, F.",
|
|
2681
|
"Ponce, J."
|
|
2682
|
],
|
|
2683
|
"pages": null,
|
|
2684
|
"source": "preprint arXiv:0812.1869v1",
|
|
2685
|
"volume": null,
|
|
2686
|
"year": "2008",
|
|
2687
|
"edition": null,
|
|
2688
|
"publisher": null,
|
|
2689
|
"location": null,
|
|
2690
|
"series": null,
|
|
2691
|
"issue": null,
|
|
2692
|
"url": null
|
|
2693
|
},
|
|
2694
|
"position": 14,
|
|
2695
|
"text": "[14] F. Bach, J. Mairal, and J. Ponce. Convex sparse matrix factorizations. preprint arXiv:0812.1869v1, 2008."
|
|
2696
|
},
|
|
2697
|
{
|
|
2698
|
"basicMetadata": {
|
|
2699
|
"title": "Model-based compres- sive sensing",
|
|
2700
|
"authors": [
|
|
2701
|
"Baraniuk, R.G.",
|
|
2702
|
"Cevher, V.",
|
|
2703
|
"Duarte, M.",
|
|
2704
|
"Hegde, C."
|
|
2705
|
],
|
|
2706
|
"pages": {
|
|
2707
|
"start": "1982",
|
|
2708
|
"end": "2001"
|
|
2709
|
},
|
|
2710
|
"source": "IEEE Transactions on Information Theory",
|
|
2711
|
"volume": "56",
|
|
2712
|
"year": "2010",
|
|
2713
|
"edition": null,
|
|
2714
|
"publisher": null,
|
|
2715
|
"location": null,
|
|
2716
|
"series": null,
|
|
2717
|
"issue": "4",
|
|
2718
|
"url": null
|
|
2719
|
},
|
|
2720
|
"position": 15,
|
|
2721
|
"text": "[15] R.G. Baraniuk, V. Cevher, M. Duarte, and C. Hegde. Model-based compres- sive sensing. IEEE Transactions on Information Theory, 56(4):1982–2001, 2010."
|
|
2722
|
},
|
|
2723
|
{
|
|
2724
|
"basicMetadata": {
|
|
2725
|
"title": "Absolute and monotonic norms",
|
|
2726
|
"authors": [
|
|
2727
|
"Bauer, F.L.",
|
|
2728
|
"Witzgall, C."
|
|
2729
|
],
|
|
2730
|
"pages": {
|
|
2731
|
"start": "257",
|
|
2732
|
"end": "264"
|
|
2733
|
},
|
|
2734
|
"source": "Nu- merische Mathematik",
|
|
2735
|
"volume": "3",
|
|
2736
|
"year": "1961",
|
|
2737
|
"edition": null,
|
|
2738
|
"publisher": null,
|
|
2739
|
"location": null,
|
|
2740
|
"series": null,
|
|
2741
|
"issue": "1",
|
|
2742
|
"url": null
|
|
2743
|
},
|
|
2744
|
"position": 16,
|
|
2745
|
"text": "[16] F.L. Bauer, J. Stoer, and C. Witzgall. Absolute and monotonic norms. Nu- merische Mathematik, 3(1):257–264, 1961."
|
|
2746
|
},
|
|
2747
|
{
|
|
2748
|
"basicMetadata": {
|
|
2749
|
"title": "A fast iterative shrinkage-thresholding algorithm for linear inverse problems",
|
|
2750
|
"authors": [
|
|
2751
|
"Beck, A.",
|
|
2752
|
"Teboulle, M."
|
|
2753
|
],
|
|
2754
|
"pages": {
|
|
2755
|
"start": "183",
|
|
2756
|
"end": "202"
|
|
2757
|
},
|
|
2758
|
"source": "SIAM Journal on Imaging Sciences",
|
|
2759
|
"volume": "2",
|
|
2760
|
"year": "2009",
|
|
2761
|
"edition": null,
|
|
2762
|
"publisher": null,
|
|
2763
|
"location": null,
|
|
2764
|
"series": null,
|
|
2765
|
"issue": "1",
|
|
2766
|
"url": null
|
|
2767
|
},
|
|
2768
|
"position": 17,
|
|
2769
|
"text": "[17] A. Beck and M. Teboulle. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences, 2(1):183–202, 2009."
|
|
2770
|
},
|
|
2771
|
{
|
|
2772
|
"basicMetadata": {
|
|
2773
|
"title": "Nonlinear programming",
|
|
2774
|
"authors": [
|
|
2775
|
"Bertsekas, D.P."
|
|
2776
|
],
|
|
2777
|
"pages": null,
|
|
2778
|
"source": "Athena Scientific",
|
|
2779
|
"volume": null,
|
|
2780
|
"year": "1999",
|
|
2781
|
"edition": null,
|
|
2782
|
"publisher": null,
|
|
2783
|
"location": null,
|
|
2784
|
"series": null,
|
|
2785
|
"issue": null,
|
|
2786
|
"url": null
|
|
2787
|
},
|
|
2788
|
"position": 18,
|
|
2789
|
"text": "[18] D.P. Bertsekas. Nonlinear programming. Athena Scientific, 1999. 2nd edition."
|
|
2790
|
},
|
|
2791
|
{
|
|
2792
|
"basicMetadata": {
|
|
2793
|
"title": "Simultaneous analysis of Lasso and Dantzig selector",
|
|
2794
|
"authors": [
|
|
2795
|
"Bickel, P.",
|
|
2796
|
"Ritov, Y.",
|
|
2797
|
"Tsybakov, A."
|
|
2798
|
],
|
|
2799
|
"pages": {
|
|
2800
|
"start": "1705",
|
|
2801
|
"end": "1732"
|
|
2802
|
},
|
|
2803
|
"source": "Annals of Statistics",
|
|
2804
|
"volume": "37",
|
|
2805
|
"year": "2009",
|
|
2806
|
"edition": null,
|
|
2807
|
"publisher": null,
|
|
2808
|
"location": null,
|
|
2809
|
"series": null,
|
|
2810
|
"issue": "4",
|
|
2811
|
"url": null
|
|
2812
|
},
|
|
2813
|
"position": 19,
|
|
2814
|
"text": "[19] P. Bickel, Y. Ritov, and A. Tsybakov. Simultaneous analysis of Lasso and Dantzig selector. Annals of Statistics, 37(4):1705–1732, 2009."
|
|
2815
|
},
|
|
2816
|
{
|
|
2817
|
"basicMetadata": {
|
|
2818
|
"title": "Convex analysis and nonlinear optimization: theory and examples",
|
|
2819
|
"authors": [
|
|
2820
|
"Borwein, J.M.",
|
|
2821
|
"Lewis, A.S."
|
|
2822
|
],
|
|
2823
|
"pages": null,
|
|
2824
|
"source": null,
|
|
2825
|
"volume": null,
|
|
2826
|
"year": "2006",
|
|
2827
|
"edition": null,
|
|
2828
|
"publisher": null,
|
|
2829
|
"location": null,
|
|
2830
|
"series": null,
|
|
2831
|
"issue": null,
|
|
2832
|
"url": null
|
|
2833
|
},
|
|
2834
|
"position": 20,
|
|
2835
|
"text": "[20] J.M. Borwein and A.S. Lewis. Convex analysis and nonlinear optimization: theory and examples. Springer-Verlag, 2006."
|
|
2836
|
},
|
|
2837
|
{
|
|
2838
|
"basicMetadata": {
|
|
2839
|
"title": "Online algorithms and stochastic approximations",
|
|
2840
|
"authors": [
|
|
2841
|
"Bottou, L."
|
|
2842
|
],
|
|
2843
|
"pages": null,
|
|
2844
|
"source": "Online Learning and Neural Networks",
|
|
2845
|
"volume": "5",
|
|
2846
|
"year": "1998",
|
|
2847
|
"edition": null,
|
|
2848
|
"publisher": null,
|
|
2849
|
"location": null,
|
|
2850
|
"series": null,
|
|
2851
|
"issue": null,
|
|
2852
|
"url": null
|
|
2853
|
},
|
|
2854
|
"position": 21,
|
|
2855
|
"text": "[21] L. Bottou. Online algorithms and stochastic approximations. Online Learning and Neural Networks, 5, 1998."
|
|
2856
|
},
|
|
2857
|
{
|
|
2858
|
"basicMetadata": {
|
|
2859
|
"title": "The tradeoffs of large scale learning",
|
|
2860
|
"authors": [
|
|
2861
|
"Bottou, L.",
|
|
2862
|
"Bousquet, O."
|
|
2863
|
],
|
|
2864
|
"pages": null,
|
|
2865
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
2866
|
"volume": null,
|
|
2867
|
"year": "2008",
|
|
2868
|
"edition": null,
|
|
2869
|
"publisher": null,
|
|
2870
|
"location": null,
|
|
2871
|
"series": null,
|
|
2872
|
"issue": null,
|
|
2873
|
"url": null
|
|
2874
|
},
|
|
2875
|
"position": 22,
|
|
2876
|
"text": "[22] L. Bottou and O. Bousquet. The tradeoffs of large scale learning. In Advances in Neural Information Processing Systems (NIPS), 2008."
|
|
2877
|
},
|
|
2878
|
{
|
|
2879
|
"basicMetadata": {
|
|
2880
|
"title": "Large scale online learning",
|
|
2881
|
"authors": [
|
|
2882
|
"Bottou, L.",
|
|
2883
|
"LeCun, Y"
|
|
2884
|
],
|
|
2885
|
"pages": null,
|
|
2886
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
2887
|
"volume": null,
|
|
2888
|
"year": "2004",
|
|
2889
|
"edition": null,
|
|
2890
|
"publisher": null,
|
|
2891
|
"location": null,
|
|
2892
|
"series": null,
|
|
2893
|
"issue": null,
|
|
2894
|
"url": null
|
|
2895
|
},
|
|
2896
|
"position": 23,
|
|
2897
|
"text": "[23] L. Bottou and Y. LeCun. Large scale online learning. In Advances in Neural Information Processing Systems (NIPS), 2004."
|
|
2898
|
},
|
|
2899
|
{
|
|
2900
|
"basicMetadata": {
|
|
2901
|
"title": "Distributed op- timization and statistical learning via the alternating direction method of multipliers",
|
|
2902
|
"authors": [
|
|
2903
|
"Boyd, S.",
|
|
2904
|
"Parikh, N.",
|
|
2905
|
"Chu, E.",
|
|
2906
|
"Peleato, B.",
|
|
2907
|
"Eckstein, J."
|
|
2908
|
],
|
|
2909
|
"pages": {
|
|
2910
|
"start": "1",
|
|
2911
|
"end": "124"
|
|
2912
|
},
|
|
2913
|
"source": null,
|
|
2914
|
"volume": "3",
|
|
2915
|
"year": "2011",
|
|
2916
|
"edition": null,
|
|
2917
|
"publisher": null,
|
|
2918
|
"location": null,
|
|
2919
|
"series": null,
|
|
2920
|
"issue": "1",
|
|
2921
|
"url": null
|
|
2922
|
},
|
|
2923
|
"position": 24,
|
|
2924
|
"text": "[24] S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein. Distributed op- timization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine Learning, 3(1):1–124, 2011."
|
|
2925
|
},
|
|
2926
|
{
|
|
2927
|
"basicMetadata": {
|
|
2928
|
"title": null,
|
|
2929
|
"authors": [
|
|
2930
|
"Boyd, S.",
|
|
2931
|
"Vandenberghe, L."
|
|
2932
|
],
|
|
2933
|
"pages": null,
|
|
2934
|
"source": "Convex Optimization",
|
|
2935
|
"volume": null,
|
|
2936
|
"year": "2004",
|
|
2937
|
"edition": null,
|
|
2938
|
"publisher": "Cambridge University Press",
|
|
2939
|
"location": null,
|
|
2940
|
"series": null,
|
|
2941
|
"issue": null,
|
|
2942
|
"url": null
|
|
2943
|
},
|
|
2944
|
"position": 25,
|
|
2945
|
"text": "[25] S. Boyd and L. Vandenberghe. Convex Optimization. Cambridge University Press, 2004."
|
|
2946
|
},
|
|
2947
|
{
|
|
2948
|
"basicMetadata": {
|
|
2949
|
"title": "Convex coding",
|
|
2950
|
"authors": [
|
|
2951
|
"Bradley, D.M.",
|
|
2952
|
"Bagnell, J.A."
|
|
2953
|
],
|
|
2954
|
"pages": null,
|
|
2955
|
"source": "In Proceedings of the Twenty- Fifth Conference on Uncertainty in Artificial Intelligence (UAI)",
|
|
2956
|
"volume": null,
|
|
2957
|
"year": "2009",
|
|
2958
|
"edition": null,
|
|
2959
|
"publisher": null,
|
|
2960
|
"location": null,
|
|
2961
|
"series": null,
|
|
2962
|
"issue": null,
|
|
2963
|
"url": null
|
|
2964
|
},
|
|
2965
|
"position": 26,
|
|
2966
|
"text": "[26] D.M. Bradley and J.A. Bagnell. Convex coding. In Proceedings of the Twenty- Fifth Conference on Uncertainty in Artificial Intelligence (UAI), 2009."
|
|
2967
|
},
|
|
2968
|
{
|
|
2969
|
"basicMetadata": {
|
|
2970
|
"title": "An O(n) algorithm for quadratic knapsack problems",
|
|
2971
|
"authors": [
|
|
2972
|
"Brucker, P."
|
|
2973
|
],
|
|
2974
|
"pages": {
|
|
2975
|
"start": "163",
|
|
2976
|
"end": "166"
|
|
2977
|
},
|
|
2978
|
"source": "Operations Research Letters",
|
|
2979
|
"volume": "3",
|
|
2980
|
"year": "1984",
|
|
2981
|
"edition": null,
|
|
2982
|
"publisher": null,
|
|
2983
|
"location": null,
|
|
2984
|
"series": null,
|
|
2985
|
"issue": "3",
|
|
2986
|
"url": null
|
|
2987
|
},
|
|
2988
|
"position": 27,
|
|
2989
|
"text": "[27] P. Brucker. An O(n) algorithm for quadratic knapsack problems. Operations Research Letters, 3(3):163–166, 1984."
|
|
2990
|
},
|
|
2991
|
{
|
|
2992
|
"basicMetadata": {
|
|
2993
|
"title": "Dimension reduction: A guided tour",
|
|
2994
|
"authors": [
|
|
2995
|
"Burges, C."
|
|
2996
|
],
|
|
2997
|
"pages": {
|
|
2998
|
"start": "275",
|
|
2999
|
"end": "365"
|
|
3000
|
},
|
|
3001
|
"source": "Machine Learning",
|
|
3002
|
"volume": "2",
|
|
3003
|
"year": "2009",
|
|
3004
|
"edition": null,
|
|
3005
|
"publisher": null,
|
|
3006
|
"location": null,
|
|
3007
|
"series": null,
|
|
3008
|
"issue": "4",
|
|
3009
|
"url": null
|
|
3010
|
},
|
|
3011
|
"position": 28,
|
|
3012
|
"text": "[28] C. Burges. Dimension reduction: A guided tour. Machine Learning, 2(4):275– 365, 2009."
|
|
3013
|
},
|
|
3014
|
{
|
|
3015
|
"basicMetadata": {
|
|
3016
|
"title": "A singular value thresholding algorithm for matrix completion",
|
|
3017
|
"authors": [
|
|
3018
|
"Cai, J.F.",
|
|
3019
|
"Cand, E.J.",
|
|
3020
|
"Shen, Z."
|
|
3021
|
],
|
|
3022
|
"pages": {
|
|
3023
|
"start": "1956",
|
|
3024
|
"end": "1982"
|
|
3025
|
},
|
|
3026
|
"source": "SIAM Journal on Optimization",
|
|
3027
|
"volume": "20",
|
|
3028
|
"year": "2010",
|
|
3029
|
"edition": null,
|
|
3030
|
"publisher": null,
|
|
3031
|
"location": null,
|
|
3032
|
"series": null,
|
|
3033
|
"issue": null,
|
|
3034
|
"url": null
|
|
3035
|
},
|
|
3036
|
"position": 29,
|
|
3037
|
"text": "[29] J.F. Cai, E.J. Cand`es, and Z. Shen. A singular value thresholding algorithm for matrix completion. SIAM Journal on Optimization, 20:1956–1982, 2010."
|
|
3038
|
},
|
|
3039
|
{
|
|
3040
|
"basicMetadata": {
|
|
3041
|
"title": "Enhancing sparsity by reweighted L1 minimization",
|
|
3042
|
"authors": [
|
|
3043
|
"Cand`es, E.J.",
|
|
3044
|
"Boyd, S."
|
|
3045
|
],
|
|
3046
|
"pages": {
|
|
3047
|
"start": "877",
|
|
3048
|
"end": "905"
|
|
3049
|
},
|
|
3050
|
"source": "Journal of Fourier Analysis and Applications",
|
|
3051
|
"volume": "14",
|
|
3052
|
"year": "2008",
|
|
3053
|
"edition": null,
|
|
3054
|
"publisher": null,
|
|
3055
|
"location": null,
|
|
3056
|
"series": null,
|
|
3057
|
"issue": "5",
|
|
3058
|
"url": null
|
|
3059
|
},
|
|
3060
|
"position": 30,
|
|
3061
|
"text": "[30] E.J. Cand`es, M. Wakin, and S. Boyd. Enhancing sparsity by reweighted L1 minimization. Journal of Fourier Analysis and Applications, 14(5):877–905, 2008."
|
|
3062
|
},
|
|
3063
|
{
|
|
3064
|
"basicMetadata": {
|
|
3065
|
"title": "Sparse Bayesian nonparametric regression",
|
|
3066
|
"authors": [
|
|
3067
|
"Caron, F.",
|
|
3068
|
"Doucet, A."
|
|
3069
|
],
|
|
3070
|
"pages": null,
|
|
3071
|
"source": "In Pro- ceedings of the International Conference on Machine Learning (ICML)",
|
|
3072
|
"volume": null,
|
|
3073
|
"year": "2008",
|
|
3074
|
"edition": null,
|
|
3075
|
"publisher": null,
|
|
3076
|
"location": null,
|
|
3077
|
"series": null,
|
|
3078
|
"issue": null,
|
|
3079
|
"url": null
|
|
3080
|
},
|
|
3081
|
"position": 31,
|
|
3082
|
"text": "[31] F. Caron and A. Doucet. Sparse Bayesian nonparametric regression. In Pro- ceedings of the International Conference on Machine Learning (ICML), 2008."
|
|
3083
|
},
|
|
3084
|
{
|
|
3085
|
"basicMetadata": {
|
|
3086
|
"title": "Sparse signal recovery using markov random fields",
|
|
3087
|
"authors": [
|
|
3088
|
"Cehver, V.",
|
|
3089
|
"Duarte, M.",
|
|
3090
|
"Hedge, C.",
|
|
3091
|
"Baraniuk, R.G."
|
|
3092
|
],
|
|
3093
|
"pages": null,
|
|
3094
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
3095
|
"volume": null,
|
|
3096
|
"year": "2008",
|
|
3097
|
"edition": null,
|
|
3098
|
"publisher": null,
|
|
3099
|
"location": null,
|
|
3100
|
"series": null,
|
|
3101
|
"issue": null,
|
|
3102
|
"url": null
|
|
3103
|
},
|
|
3104
|
"position": 32,
|
|
3105
|
"text": "[32] V. Cehver, M. Duarte, C. Hedge, and R.G. Baraniuk. Sparse signal recovery using markov random fields. In Advances in Neural Information Processing Systems (NIPS), 2008."
|
|
3106
|
},
|
|
3107
|
{
|
|
3108
|
"basicMetadata": {
|
|
3109
|
"title": "Total variation minimization and a class of binary MRF mod- els",
|
|
3110
|
"authors": [
|
|
3111
|
"Chambolle, A."
|
|
3112
|
],
|
|
3113
|
"pages": null,
|
|
3114
|
"source": "In Proceedings of the 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition",
|
|
3115
|
"volume": null,
|
|
3116
|
"year": "2005",
|
|
3117
|
"edition": null,
|
|
3118
|
"publisher": null,
|
|
3119
|
"location": null,
|
|
3120
|
"series": null,
|
|
3121
|
"issue": null,
|
|
3122
|
"url": null
|
|
3123
|
},
|
|
3124
|
"position": 33,
|
|
3125
|
"text": "[33] A. Chambolle. Total variation minimization and a class of binary MRF mod- els. In Proceedings of the 5th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005."
|
|
3126
|
},
|
|
3127
|
{
|
|
3128
|
"basicMetadata": {
|
|
3129
|
"title": "On total variation minimization and surface evolution using parametric maximum flows",
|
|
3130
|
"authors": [
|
|
3131
|
"Chambolle, A.",
|
|
3132
|
"Darbon, J."
|
|
3133
|
],
|
|
3134
|
"pages": {
|
|
3135
|
"start": "288",
|
|
3136
|
"end": "307"
|
|
3137
|
},
|
|
3138
|
"source": "International Journal of Com- puter Vision",
|
|
3139
|
"volume": "84",
|
|
3140
|
"year": "2009",
|
|
3141
|
"edition": null,
|
|
3142
|
"publisher": null,
|
|
3143
|
"location": null,
|
|
3144
|
"series": null,
|
|
3145
|
"issue": "3",
|
|
3146
|
"url": null
|
|
3147
|
},
|
|
3148
|
"position": 34,
|
|
3149
|
"text": "[34] A. Chambolle and J. Darbon. On total variation minimization and surface evolution using parametric maximum flows. International Journal of Com- puter Vision, 84(3):288–307, 2009."
|
|
3150
|
},
|
|
3151
|
{
|
|
3152
|
"basicMetadata": {
|
|
3153
|
"title": "The convex geometry of linear inverse problems",
|
|
3154
|
"authors": [
|
|
3155
|
"Chandrasekaran, V.",
|
|
3156
|
"Recht, B.",
|
|
3157
|
"Parrilo, P.A.",
|
|
3158
|
"Willsky, A.S."
|
|
3159
|
],
|
|
3160
|
"pages": null,
|
|
3161
|
"source": "preprint arXiv:1012",
|
|
3162
|
"volume": null,
|
|
3163
|
"year": "2010",
|
|
3164
|
"edition": null,
|
|
3165
|
"publisher": null,
|
|
3166
|
"location": null,
|
|
3167
|
"series": null,
|
|
3168
|
"issue": null,
|
|
3169
|
"url": null
|
|
3170
|
},
|
|
3171
|
"position": 35,
|
|
3172
|
"text": "[35] V. Chandrasekaran, B. Recht, P.A. Parrilo, and A.S. Willsky. The convex geometry of linear inverse problems. preprint arXiv:1012.0621, 2010."
|
|
3173
|
},
|
|
3174
|
{
|
|
3175
|
"basicMetadata": {
|
|
3176
|
"title": "Convergence rates in forward-backward splitting",
|
|
3177
|
"authors": [
|
|
3178
|
"Chen, G.H.G.",
|
|
3179
|
"Rockafellar, R.T."
|
|
3180
|
],
|
|
3181
|
"pages": {
|
|
3182
|
"start": "421",
|
|
3183
|
"end": "444"
|
|
3184
|
},
|
|
3185
|
"source": "SIAM Journal on Optimization",
|
|
3186
|
"volume": "7",
|
|
3187
|
"year": "1997",
|
|
3188
|
"edition": null,
|
|
3189
|
"publisher": null,
|
|
3190
|
"location": null,
|
|
3191
|
"series": null,
|
|
3192
|
"issue": "2",
|
|
3193
|
"url": null
|
|
3194
|
},
|
|
3195
|
"position": 36,
|
|
3196
|
"text": "[36] G.H.G. Chen and R.T. Rockafellar. Convergence rates in forward-backward splitting. SIAM Journal on Optimization, 7(2):421–444, 1997."
|
|
3197
|
},
|
|
3198
|
{
|
|
3199
|
"basicMetadata": {
|
|
3200
|
"title": "Atomic decomposition by basis pursuit",
|
|
3201
|
"authors": [
|
|
3202
|
"Chen, S.S.",
|
|
3203
|
"Donoho, D.L.",
|
|
3204
|
"Saunders, M.A."
|
|
3205
|
],
|
|
3206
|
"pages": {
|
|
3207
|
"start": "33",
|
|
3208
|
"end": "61"
|
|
3209
|
},
|
|
3210
|
"source": "SIAM Journal on Scientific Computing",
|
|
3211
|
"volume": "20",
|
|
3212
|
"year": "1999",
|
|
3213
|
"edition": null,
|
|
3214
|
"publisher": null,
|
|
3215
|
"location": null,
|
|
3216
|
"series": null,
|
|
3217
|
"issue": null,
|
|
3218
|
"url": null
|
|
3219
|
},
|
|
3220
|
"position": 37,
|
|
3221
|
"text": "[37] S.S. Chen, D.L. Donoho, and M.A. Saunders. Atomic decomposition by basis pursuit. SIAM Journal on Scientific Computing, 20:33–61, 1999."
|
|
3222
|
},
|
|
3223
|
{
|
|
3224
|
"basicMetadata": {
|
|
3225
|
"title": "Fixed-Point Algorithms for Inverse Prob- lems in Science and Engineering, chapter Proximal Splitting Methods in Sig- nal Processing",
|
|
3226
|
"authors": [
|
|
3227
|
"Combettes, P.L.",
|
|
3228
|
"Pesquet, J.-C."
|
|
3229
|
],
|
|
3230
|
"pages": null,
|
|
3231
|
"source": null,
|
|
3232
|
"volume": null,
|
|
3233
|
"year": "2011",
|
|
3234
|
"edition": null,
|
|
3235
|
"publisher": null,
|
|
3236
|
"location": null,
|
|
3237
|
"series": null,
|
|
3238
|
"issue": null,
|
|
3239
|
"url": null
|
|
3240
|
},
|
|
3241
|
"position": 38,
|
|
3242
|
"text": "[38] P.L. Combettes and J.-C. Pesquet. Fixed-Point Algorithms for Inverse Prob- lems in Science and Engineering, chapter Proximal Splitting Methods in Sig- nal Processing. Springer-Verlag, 2011."
|
|
3243
|
},
|
|
3244
|
{
|
|
3245
|
"basicMetadata": {
|
|
3246
|
"title": "Signal recovery by proximal forward-backward splitting",
|
|
3247
|
"authors": [
|
|
3248
|
"Combettes, P.L.",
|
|
3249
|
"Wajs, V.R."
|
|
3250
|
],
|
|
3251
|
"pages": {
|
|
3252
|
"start": "1168",
|
|
3253
|
"end": "1200"
|
|
3254
|
},
|
|
3255
|
"source": "SIAM Multiscale Modeling and Simulation",
|
|
3256
|
"volume": "4",
|
|
3257
|
"year": "2006",
|
|
3258
|
"edition": null,
|
|
3259
|
"publisher": null,
|
|
3260
|
"location": null,
|
|
3261
|
"series": null,
|
|
3262
|
"issue": "4",
|
|
3263
|
"url": null
|
|
3264
|
},
|
|
3265
|
"position": 39,
|
|
3266
|
"text": "[39] P.L. Combettes and V.R. Wajs. Signal recovery by proximal forward-backward splitting. SIAM Multiscale Modeling and Simulation, 4(4):1168–1200, 2006."
|
|
3267
|
},
|
|
3268
|
{
|
|
3269
|
"basicMetadata": {
|
|
3270
|
"title": "Forward sequential algorithms for best basis selection",
|
|
3271
|
"authors": [
|
|
3272
|
"Cotter, S.F.",
|
|
3273
|
"Adler, J.",
|
|
3274
|
"Rao, B.",
|
|
3275
|
"Kreutz-Delgado, K."
|
|
3276
|
],
|
|
3277
|
"pages": {
|
|
3278
|
"start": "235",
|
|
3279
|
"end": "244"
|
|
3280
|
},
|
|
3281
|
"source": "In IEEE Proceedings of Vision Image and Signal Processing",
|
|
3282
|
"volume": null,
|
|
3283
|
"year": "1999",
|
|
3284
|
"edition": null,
|
|
3285
|
"publisher": null,
|
|
3286
|
"location": null,
|
|
3287
|
"series": null,
|
|
3288
|
"issue": null,
|
|
3289
|
"url": null
|
|
3290
|
},
|
|
3291
|
"position": 40,
|
|
3292
|
"text": "[40] S.F. Cotter, J. Adler, B. Rao, and K. Kreutz-Delgado. Forward sequential algorithms for best basis selection. In IEEE Proceedings of Vision Image and Signal Processing, pages 235–244, 1999."
|
|
3293
|
},
|
|
3294
|
{
|
|
3295
|
"basicMetadata": {
|
|
3296
|
"title": "¨ntu¨rk",
|
|
3297
|
"authors": [
|
|
3298
|
"Daubechies, I.",
|
|
3299
|
"DeVore, R.",
|
|
3300
|
"Fornasier, M.",
|
|
3301
|
"Gu, C. S."
|
|
3302
|
],
|
|
3303
|
"pages": {
|
|
3304
|
"start": "1",
|
|
3305
|
"end": "38"
|
|
3306
|
},
|
|
3307
|
"source": "Communications on Pure and Applied Mathematics, 63",
|
|
3308
|
"volume": null,
|
|
3309
|
"year": "2010",
|
|
3310
|
"edition": null,
|
|
3311
|
"publisher": null,
|
|
3312
|
"location": null,
|
|
3313
|
"series": null,
|
|
3314
|
"issue": "1",
|
|
3315
|
"url": null
|
|
3316
|
},
|
|
3317
|
"position": 41,
|
|
3318
|
"text": "[41] I. Daubechies, R. DeVore, M. Fornasier, and C. S. Gu¨ntu¨rk. Iteratively reweighted least squares minimization for sparse recovery. Communications on Pure and Applied Mathematics, 63(1):1–38, 2010."
|
|
3319
|
},
|
|
3320
|
{
|
|
3321
|
"basicMetadata": {
|
|
3322
|
"title": "Group sparsity via linear-time projections",
|
|
3323
|
"authors": [
|
|
3324
|
"Van den Berg, E.",
|
|
3325
|
"Schmidt, M.",
|
|
3326
|
"Friedlander, M.P.",
|
|
3327
|
"Murphy, K."
|
|
3328
|
],
|
|
3329
|
"pages": null,
|
|
3330
|
"source": "Technical report",
|
|
3331
|
"volume": null,
|
|
3332
|
"year": "2008",
|
|
3333
|
"edition": null,
|
|
3334
|
"publisher": null,
|
|
3335
|
"location": null,
|
|
3336
|
"series": null,
|
|
3337
|
"issue": null,
|
|
3338
|
"url": null
|
|
3339
|
},
|
|
3340
|
"position": 42,
|
|
3341
|
"text": "[42] E. Van den Berg, M. Schmidt, M.P. Friedlander, and K. Murphy. Group sparsity via linear-time projections. Technical report, University of British Columbia, 2008. Technical Report number TR-2008-09."
|
|
3342
|
},
|
|
3343
|
{
|
|
3344
|
"basicMetadata": {
|
|
3345
|
"title": "Adapting to unknown smoothness via wavelet shrinkage",
|
|
3346
|
"authors": [
|
|
3347
|
"Donoho, D.L.",
|
|
3348
|
"Johnstone, I.M."
|
|
3349
|
],
|
|
3350
|
"pages": {
|
|
3351
|
"start": "1200",
|
|
3352
|
"end": "1224"
|
|
3353
|
},
|
|
3354
|
"source": "Journal of the American Statistical Association",
|
|
3355
|
"volume": "90",
|
|
3356
|
"year": "1995",
|
|
3357
|
"edition": null,
|
|
3358
|
"publisher": null,
|
|
3359
|
"location": null,
|
|
3360
|
"series": null,
|
|
3361
|
"issue": "432",
|
|
3362
|
"url": null
|
|
3363
|
},
|
|
3364
|
"position": 43,
|
|
3365
|
"text": "[43] D.L. Donoho and I.M. Johnstone. Adapting to unknown smoothness via wavelet shrinkage. Journal of the American Statistical Association, 90(432):1200–1224, 1995."
|
|
3366
|
},
|
|
3367
|
{
|
|
3368
|
"basicMetadata": {
|
|
3369
|
"title": "and",
|
|
3370
|
"authors": [
|
|
3371
|
"Duchi, J.",
|
|
3372
|
"Hazan, E.",
|
|
3373
|
"Singer, Y."
|
|
3374
|
],
|
|
3375
|
"pages": {
|
|
3376
|
"start": "2121",
|
|
3377
|
"end": "2159"
|
|
3378
|
},
|
|
3379
|
"source": "Journal of Machine Learning Research",
|
|
3380
|
"volume": "12",
|
|
3381
|
"year": "2011",
|
|
3382
|
"edition": null,
|
|
3383
|
"publisher": null,
|
|
3384
|
"location": null,
|
|
3385
|
"series": null,
|
|
3386
|
"issue": null,
|
|
3387
|
"url": null
|
|
3388
|
},
|
|
3389
|
"position": 44,
|
|
3390
|
"text": "[44] J. Duchi, E. Hazan, and Y. Singer. Adaptive subgradient methods for online learning and stochastic optimization. Journal of Machine Learning Research, 12:2121–2159, 2011."
|
|
3391
|
},
|
|
3392
|
{
|
|
3393
|
"basicMetadata": {
|
|
3394
|
"title": "Least angle regression",
|
|
3395
|
"authors": [
|
|
3396
|
"Efron, B.",
|
|
3397
|
"Hastie, T.",
|
|
3398
|
"Johnstone, I.",
|
|
3399
|
"Tibshirani, R."
|
|
3400
|
],
|
|
3401
|
"pages": {
|
|
3402
|
"start": "407",
|
|
3403
|
"end": "499"
|
|
3404
|
},
|
|
3405
|
"source": "Annals of Statistics",
|
|
3406
|
"volume": "32",
|
|
3407
|
"year": "2004",
|
|
3408
|
"edition": null,
|
|
3409
|
"publisher": null,
|
|
3410
|
"location": null,
|
|
3411
|
"series": null,
|
|
3412
|
"issue": "2",
|
|
3413
|
"url": null
|
|
3414
|
},
|
|
3415
|
"position": 45,
|
|
3416
|
"text": "[45] B. Efron, T. Hastie, I. Johnstone, and R. Tibshirani. Least angle regression. Annals of Statistics, 32(2):407–499, 2004."
|
|
3417
|
},
|
|
3418
|
{
|
|
3419
|
"basicMetadata": {
|
|
3420
|
"title": "Image denoising via sparse and redundant repre- sentations over learned dictionaries",
|
|
3421
|
"authors": [
|
|
3422
|
"Elad, M.",
|
|
3423
|
"Aharon, M."
|
|
3424
|
],
|
|
3425
|
"pages": {
|
|
3426
|
"start": "3736",
|
|
3427
|
"end": "3745"
|
|
3428
|
},
|
|
3429
|
"source": "IEEE Transactions on Image Processing",
|
|
3430
|
"volume": "15",
|
|
3431
|
"year": "2006",
|
|
3432
|
"edition": null,
|
|
3433
|
"publisher": null,
|
|
3434
|
"location": null,
|
|
3435
|
"series": null,
|
|
3436
|
"issue": "12",
|
|
3437
|
"url": null
|
|
3438
|
},
|
|
3439
|
"position": 46,
|
|
3440
|
"text": "[46] M. Elad and M. Aharon. Image denoising via sparse and redundant repre- sentations over learned dictionaries. IEEE Transactions on Image Processing, 15(12):3736–3745, 2006."
|
|
3441
|
},
|
|
3442
|
{
|
|
3443
|
"basicMetadata": {
|
|
3444
|
"title": null,
|
|
3445
|
"authors": [
|
|
3446
|
"Engan, K.",
|
|
3447
|
"Aase, S.O.",
|
|
3448
|
"Husoy, H."
|
|
3449
|
],
|
|
3450
|
"pages": null,
|
|
3451
|
"source": "Method of optimal directions for frame design",
|
|
3452
|
"volume": null,
|
|
3453
|
"year": "1999",
|
|
3454
|
"edition": null,
|
|
3455
|
"publisher": null,
|
|
3456
|
"location": null,
|
|
3457
|
"series": null,
|
|
3458
|
"issue": null,
|
|
3459
|
"url": null
|
|
3460
|
},
|
|
3461
|
"position": 47,
|
|
3462
|
"text": "[47] K. Engan, S.O. Aase, H. Husoy, et al. Method of optimal directions for frame design. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1999."
|
|
3463
|
},
|
|
3464
|
{
|
|
3465
|
"basicMetadata": {
|
|
3466
|
"title": "Variable selection via nonconcave penalized likelihood and its oracle properties",
|
|
3467
|
"authors": [
|
|
3468
|
"Fan, J.",
|
|
3469
|
"Li, R."
|
|
3470
|
],
|
|
3471
|
"pages": {
|
|
3472
|
"start": "1348",
|
|
3473
|
"end": "1360"
|
|
3474
|
},
|
|
3475
|
"source": "Journal of the American Statistical Association",
|
|
3476
|
"volume": "96",
|
|
3477
|
"year": "2001",
|
|
3478
|
"edition": null,
|
|
3479
|
"publisher": null,
|
|
3480
|
"location": null,
|
|
3481
|
"series": null,
|
|
3482
|
"issue": "456",
|
|
3483
|
"url": null
|
|
3484
|
},
|
|
3485
|
"position": 48,
|
|
3486
|
"text": "[48] J. Fan and R. Li. Variable selection via nonconcave penalized likelihood and its oracle properties. Journal of the American Statistical Association, 96(456):1348–1360, 2001."
|
|
3487
|
},
|
|
3488
|
{
|
|
3489
|
"basicMetadata": {
|
|
3490
|
"title": "A rank minimization heuristic with applica- tion to minimum order system approximation",
|
|
3491
|
"authors": [
|
|
3492
|
"Fazel, M.",
|
|
3493
|
"Hindi, H.",
|
|
3494
|
"Boyd, S."
|
|
3495
|
],
|
|
3496
|
"pages": {
|
|
3497
|
"start": "4734",
|
|
3498
|
"end": "4739"
|
|
3499
|
},
|
|
3500
|
"source": "In Proceedings of the American Control Conference",
|
|
3501
|
"volume": "6",
|
|
3502
|
"year": "2001",
|
|
3503
|
"edition": null,
|
|
3504
|
"publisher": null,
|
|
3505
|
"location": null,
|
|
3506
|
"series": null,
|
|
3507
|
"issue": null,
|
|
3508
|
"url": null
|
|
3509
|
},
|
|
3510
|
"position": 49,
|
|
3511
|
"text": "[49] M. Fazel, H. Hindi, and S. Boyd. A rank minimization heuristic with applica- tion to minimum order system approximation. In Proceedings of the American Control Conference, volume 6, pages 4734–4739, 2001."
|
|
3512
|
},
|
|
3513
|
{
|
|
3514
|
"basicMetadata": {
|
|
3515
|
"title": "A note on the group lasso and a sparse group lasso",
|
|
3516
|
"authors": [
|
|
3517
|
"Friedman, J.",
|
|
3518
|
"Hastie, T.",
|
|
3519
|
"Tibshirani, R."
|
|
3520
|
],
|
|
3521
|
"pages": null,
|
|
3522
|
"source": "preprint arXiv:1001:0736v1",
|
|
3523
|
"volume": null,
|
|
3524
|
"year": "2010",
|
|
3525
|
"edition": null,
|
|
3526
|
"publisher": null,
|
|
3527
|
"location": null,
|
|
3528
|
"series": null,
|
|
3529
|
"issue": null,
|
|
3530
|
"url": null
|
|
3531
|
},
|
|
3532
|
"position": 50,
|
|
3533
|
"text": "[50] J. Friedman, T. Hastie, and R. Tibshirani. A note on the group lasso and a sparse group lasso. preprint arXiv:1001:0736v1, 2010."
|
|
3534
|
},
|
|
3535
|
{
|
|
3536
|
"basicMetadata": {
|
|
3537
|
"title": "Greedy function approximation: a gradient boosting machine",
|
|
3538
|
"authors": [
|
|
3539
|
"Friedman, J. H."
|
|
3540
|
],
|
|
3541
|
"pages": {
|
|
3542
|
"start": "1189",
|
|
3543
|
"end": "1232"
|
|
3544
|
},
|
|
3545
|
"source": "Annals of Statistics",
|
|
3546
|
"volume": "29",
|
|
3547
|
"year": "2001",
|
|
3548
|
"edition": null,
|
|
3549
|
"publisher": null,
|
|
3550
|
"location": null,
|
|
3551
|
"series": null,
|
|
3552
|
"issue": "5",
|
|
3553
|
"url": null
|
|
3554
|
},
|
|
3555
|
"position": 51,
|
|
3556
|
"text": "[51] J. H. Friedman. Greedy function approximation: a gradient boosting machine. Annals of Statistics, 29(5):1189–1232, 2001."
|
|
3557
|
},
|
|
3558
|
{
|
|
3559
|
"basicMetadata": {
|
|
3560
|
"title": "Penalized regressions: the bridge versus the lasso",
|
|
3561
|
"authors": [
|
|
3562
|
"Fu, W.J."
|
|
3563
|
],
|
|
3564
|
"pages": {
|
|
3565
|
"start": "397",
|
|
3566
|
"end": "416"
|
|
3567
|
},
|
|
3568
|
"source": "Journal of Com- putational and Graphical Statistics",
|
|
3569
|
"volume": "7",
|
|
3570
|
"year": "1998",
|
|
3571
|
"edition": null,
|
|
3572
|
"publisher": null,
|
|
3573
|
"location": null,
|
|
3574
|
"series": null,
|
|
3575
|
"issue": "3",
|
|
3576
|
"url": null
|
|
3577
|
},
|
|
3578
|
"position": 52,
|
|
3579
|
"text": "[52] W.J. Fu. Penalized regressions: the bridge versus the lasso. Journal of Com- putational and Graphical Statistics, 7(3):397–416, 1998."
|
|
3580
|
},
|
|
3581
|
{
|
|
3582
|
"basicMetadata": {
|
|
3583
|
"title": "Recovering sparse signals with non-convex penalties and DC programming",
|
|
3584
|
"authors": [
|
|
3585
|
"Gasso, G.",
|
|
3586
|
"Rakotomamonjy, A.",
|
|
3587
|
"Canu, S."
|
|
3588
|
],
|
|
3589
|
"pages": {
|
|
3590
|
"start": "4686",
|
|
3591
|
"end": "4698"
|
|
3592
|
},
|
|
3593
|
"source": "IEEE Transactions on Signal Processing",
|
|
3594
|
"volume": "57",
|
|
3595
|
"year": "2009",
|
|
3596
|
"edition": null,
|
|
3597
|
"publisher": null,
|
|
3598
|
"location": null,
|
|
3599
|
"series": null,
|
|
3600
|
"issue": "12",
|
|
3601
|
"url": null
|
|
3602
|
},
|
|
3603
|
"position": 53,
|
|
3604
|
"text": "[53] G. Gasso, A. Rakotomamonjy, and S. Canu. Recovering sparse signals with non-convex penalties and DC programming. IEEE Transactions on Signal Processing, 57(12):4686–4698, 2009."
|
|
3605
|
},
|
|
3606
|
{
|
|
3607
|
"basicMetadata": {
|
|
3608
|
"title": "Large-scale bayesian logistic regres- sion for text categorization",
|
|
3609
|
"authors": [
|
|
3610
|
"Genkin, A.",
|
|
3611
|
"Madigan, D."
|
|
3612
|
],
|
|
3613
|
"pages": {
|
|
3614
|
"start": "291",
|
|
3615
|
"end": "304"
|
|
3616
|
},
|
|
3617
|
"source": "Technometrics",
|
|
3618
|
"volume": "49",
|
|
3619
|
"year": "2007",
|
|
3620
|
"edition": null,
|
|
3621
|
"publisher": null,
|
|
3622
|
"location": null,
|
|
3623
|
"series": null,
|
|
3624
|
"issue": "3",
|
|
3625
|
"url": null
|
|
3626
|
},
|
|
3627
|
"position": 54,
|
|
3628
|
"text": "[54] A. Genkin, D.D Lewis, and D. Madigan. Large-scale bayesian logistic regres- sion for text categorization. Technometrics, 49(3):291–304, 2007."
|
|
3629
|
},
|
|
3630
|
{
|
|
3631
|
"basicMetadata": {
|
|
3632
|
"title": "Augmented Lagrangian and operator-splitting methods in nonlinear mechanics",
|
|
3633
|
"authors": [
|
|
3634
|
"Glowinski, R.",
|
|
3635
|
"Tallec, P. Le"
|
|
3636
|
],
|
|
3637
|
"pages": null,
|
|
3638
|
"source": "Society for Industrial Mathematics",
|
|
3639
|
"volume": null,
|
|
3640
|
"year": "1989",
|
|
3641
|
"edition": null,
|
|
3642
|
"publisher": null,
|
|
3643
|
"location": null,
|
|
3644
|
"series": null,
|
|
3645
|
"issue": null,
|
|
3646
|
"url": null
|
|
3647
|
},
|
|
3648
|
"position": 55,
|
|
3649
|
"text": "[55] R. Glowinski and P. Le Tallec. Augmented Lagrangian and operator-splitting methods in nonlinear mechanics. Society for Industrial Mathematics, 1989."
|
|
3650
|
},
|
|
3651
|
{
|
|
3652
|
"basicMetadata": {
|
|
3653
|
"title": "Outcomes of the equivalence of adaptive ridge with least absolute shrinkage",
|
|
3654
|
"authors": [
|
|
3655
|
"Grandvalet, Y.",
|
|
3656
|
"Canu, S."
|
|
3657
|
],
|
|
3658
|
"pages": null,
|
|
3659
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
3660
|
"volume": null,
|
|
3661
|
"year": "1999",
|
|
3662
|
"edition": null,
|
|
3663
|
"publisher": null,
|
|
3664
|
"location": null,
|
|
3665
|
"series": null,
|
|
3666
|
"issue": null,
|
|
3667
|
"url": null
|
|
3668
|
},
|
|
3669
|
"position": 56,
|
|
3670
|
"text": "[56] Y. Grandvalet and S. Canu. Outcomes of the equivalence of adaptive ridge with least absolute shrinkage. In Advances in Neural Information Processing Systems (NIPS), 1999."
|
|
3671
|
},
|
|
3672
|
{
|
|
3673
|
"basicMetadata": {
|
|
3674
|
"title": null,
|
|
3675
|
"authors": [
|
|
3676
|
"Gribonval, R.",
|
|
3677
|
"Cevher, V.",
|
|
3678
|
"Davies, M.E."
|
|
3679
|
],
|
|
3680
|
"pages": null,
|
|
3681
|
"source": "Compressible Distributions for High-dimensional Statistics. preprint arXiv:1102.1249v2",
|
|
3682
|
"volume": null,
|
|
3683
|
"year": "2011",
|
|
3684
|
"edition": null,
|
|
3685
|
"publisher": null,
|
|
3686
|
"location": null,
|
|
3687
|
"series": null,
|
|
3688
|
"issue": null,
|
|
3689
|
"url": null
|
|
3690
|
},
|
|
3691
|
"position": 57,
|
|
3692
|
"text": "[57] R. Gribonval, V. Cevher, and M.E. Davies. Compressible Distributions for High-dimensional Statistics. preprint arXiv:1102.1249v2, 2011."
|
|
3693
|
},
|
|
3694
|
{
|
|
3695
|
"basicMetadata": {
|
|
3696
|
"title": "ethodes `a Noyaux pour la D´etection",
|
|
3697
|
"authors": [
|
|
3698
|
"Harchaoui, Z."
|
|
3699
|
],
|
|
3700
|
"pages": null,
|
|
3701
|
"source": "PhD thesis",
|
|
3702
|
"volume": null,
|
|
3703
|
"year": "2008",
|
|
3704
|
"edition": null,
|
|
3705
|
"publisher": null,
|
|
3706
|
"location": null,
|
|
3707
|
"series": null,
|
|
3708
|
"issue": null,
|
|
3709
|
"url": null
|
|
3710
|
},
|
|
3711
|
"position": 58,
|
|
3712
|
"text": "[58] Z. Harchaoui. M´ethodes `a Noyaux pour la D´etection. PhD thesis, T´el´ecom ParisTech, 2008."
|
|
3713
|
},
|
|
3714
|
{
|
|
3715
|
"basicMetadata": {
|
|
3716
|
"title": "L´evy-Leduc",
|
|
3717
|
"authors": [
|
|
3718
|
"Harchaoui, Z.",
|
|
3719
|
"C."
|
|
3720
|
],
|
|
3721
|
"pages": null,
|
|
3722
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
3723
|
"volume": null,
|
|
3724
|
"year": "2008",
|
|
3725
|
"edition": null,
|
|
3726
|
"publisher": null,
|
|
3727
|
"location": null,
|
|
3728
|
"series": null,
|
|
3729
|
"issue": null,
|
|
3730
|
"url": null
|
|
3731
|
},
|
|
3732
|
"position": 59,
|
|
3733
|
"text": "[59] Z. Harchaoui and C. L´evy-Leduc. Catching change-points with Lasso. In Advances in Neural Information Processing Systems (NIPS). 2008."
|
|
3734
|
},
|
|
3735
|
{
|
|
3736
|
"basicMetadata": {
|
|
3737
|
"title": "Sparse approximation via iterative thresholding",
|
|
3738
|
"authors": [
|
|
3739
|
"Herrity, K.K.",
|
|
3740
|
"Gilbert, A.C.",
|
|
3741
|
"Tropp, J.A."
|
|
3742
|
],
|
|
3743
|
"pages": null,
|
|
3744
|
"source": "In Proceedings of the International Conference on Acoustics, Speech and Signal Processing, (ICASSP)",
|
|
3745
|
"volume": null,
|
|
3746
|
"year": "2006",
|
|
3747
|
"edition": null,
|
|
3748
|
"publisher": null,
|
|
3749
|
"location": null,
|
|
3750
|
"series": null,
|
|
3751
|
"issue": null,
|
|
3752
|
"url": null
|
|
3753
|
},
|
|
3754
|
"position": 60,
|
|
3755
|
"text": "[60] K.K. Herrity, A.C. Gilbert, and J.A. Tropp. Sparse approximation via iterative thresholding. In Proceedings of the International Conference on Acoustics, Speech and Signal Processing, (ICASSP), 2006."
|
|
3756
|
},
|
|
3757
|
{
|
|
3758
|
"basicMetadata": {
|
|
3759
|
"title": "Accelerated gradient methods for stochastic op- timization and online learning",
|
|
3760
|
"authors": [
|
|
3761
|
"Hu, C.",
|
|
3762
|
"Pan, W."
|
|
3763
|
],
|
|
3764
|
"pages": null,
|
|
3765
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
3766
|
"volume": null,
|
|
3767
|
"year": "2009",
|
|
3768
|
"edition": null,
|
|
3769
|
"publisher": null,
|
|
3770
|
"location": null,
|
|
3771
|
"series": null,
|
|
3772
|
"issue": null,
|
|
3773
|
"url": null
|
|
3774
|
},
|
|
3775
|
"position": 61,
|
|
3776
|
"text": "[61] C. Hu, J. Kwok, and W. Pan. Accelerated gradient methods for stochastic op- timization and online learning. In Advances in Neural Information Processing Systems (NIPS), 2009."
|
|
3777
|
},
|
|
3778
|
{
|
|
3779
|
"basicMetadata": {
|
|
3780
|
"title": "The benefit of group sparsity",
|
|
3781
|
"authors": [
|
|
3782
|
"Huang, J.",
|
|
3783
|
"Zhang, T."
|
|
3784
|
],
|
|
3785
|
"pages": {
|
|
3786
|
"start": "1978",
|
|
3787
|
"end": "2004"
|
|
3788
|
},
|
|
3789
|
"source": "Annals of Statistics",
|
|
3790
|
"volume": "38",
|
|
3791
|
"year": "2010",
|
|
3792
|
"edition": null,
|
|
3793
|
"publisher": null,
|
|
3794
|
"location": null,
|
|
3795
|
"series": null,
|
|
3796
|
"issue": "4",
|
|
3797
|
"url": null
|
|
3798
|
},
|
|
3799
|
"position": 62,
|
|
3800
|
"text": "[62] J. Huang and T. Zhang. The benefit of group sparsity. Annals of Statistics, 38(4):1978–2004, 2010."
|
|
3801
|
},
|
|
3802
|
{
|
|
3803
|
"basicMetadata": {
|
|
3804
|
"title": "Learning with structured sparsity",
|
|
3805
|
"authors": [
|
|
3806
|
"Huang, J.",
|
|
3807
|
"Zhang, Z.",
|
|
3808
|
"Metaxas, D."
|
|
3809
|
],
|
|
3810
|
"pages": null,
|
|
3811
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
3812
|
"volume": null,
|
|
3813
|
"year": "2009",
|
|
3814
|
"edition": null,
|
|
3815
|
"publisher": null,
|
|
3816
|
"location": null,
|
|
3817
|
"series": null,
|
|
3818
|
"issue": null,
|
|
3819
|
"url": null
|
|
3820
|
},
|
|
3821
|
"position": 63,
|
|
3822
|
"text": "[63] J. Huang, Z. Zhang, and D. Metaxas. Learning with structured sparsity. In Proceedings of the International Conference on Machine Learning (ICML), 2009."
|
|
3823
|
},
|
|
3824
|
{
|
|
3825
|
"basicMetadata": {
|
|
3826
|
"title": "Spike and slab variable selection: frequentist and Bayesian strategies",
|
|
3827
|
"authors": [
|
|
3828
|
"Ishwaran, H.",
|
|
3829
|
"Rao, J.S."
|
|
3830
|
],
|
|
3831
|
"pages": {
|
|
3832
|
"start": "730",
|
|
3833
|
"end": "773"
|
|
3834
|
},
|
|
3835
|
"source": "Annals of Statistics",
|
|
3836
|
"volume": "33",
|
|
3837
|
"year": "2005",
|
|
3838
|
"edition": null,
|
|
3839
|
"publisher": null,
|
|
3840
|
"location": null,
|
|
3841
|
"series": null,
|
|
3842
|
"issue": "2",
|
|
3843
|
"url": null
|
|
3844
|
},
|
|
3845
|
"position": 64,
|
|
3846
|
"text": "[64] H. Ishwaran and J.S. Rao. Spike and slab variable selection: frequentist and Bayesian strategies. Annals of Statistics, 33(2):730–773, 2005."
|
|
3847
|
},
|
|
3848
|
{
|
|
3849
|
"basicMetadata": {
|
|
3850
|
"title": "Group Lasso with overlaps and graph Lasso",
|
|
3851
|
"authors": [
|
|
3852
|
"Jacob, L.",
|
|
3853
|
"Obozinski, G.",
|
|
3854
|
"Vert, J.-P."
|
|
3855
|
],
|
|
3856
|
"pages": null,
|
|
3857
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
3858
|
"volume": null,
|
|
3859
|
"year": "2009",
|
|
3860
|
"edition": null,
|
|
3861
|
"publisher": null,
|
|
3862
|
"location": null,
|
|
3863
|
"series": null,
|
|
3864
|
"issue": null,
|
|
3865
|
"url": null
|
|
3866
|
},
|
|
3867
|
"position": 65,
|
|
3868
|
"text": "[65] L. Jacob, G. Obozinski, and J.-P. Vert. Group Lasso with overlaps and graph Lasso. In Proceedings of the International Conference on Machine Learning (ICML), 2009."
|
|
3869
|
},
|
|
3870
|
{
|
|
3871
|
"basicMetadata": {
|
|
3872
|
"title": "Structured Sparsity-Inducing Norms: Statistical and Algorithmic Properties with Applications to Neuroimaging",
|
|
3873
|
"authors": [
|
|
3874
|
"Jenatton, R."
|
|
3875
|
],
|
|
3876
|
"pages": null,
|
|
3877
|
"source": "PhD thesis",
|
|
3878
|
"volume": null,
|
|
3879
|
"year": "2012",
|
|
3880
|
"edition": null,
|
|
3881
|
"publisher": null,
|
|
3882
|
"location": null,
|
|
3883
|
"series": null,
|
|
3884
|
"issue": null,
|
|
3885
|
"url": null
|
|
3886
|
},
|
|
3887
|
"position": 66,
|
|
3888
|
"text": "[66] R. Jenatton. Structured Sparsity-Inducing Norms: Statistical and Algorithmic Properties with Applications to Neuroimaging. PhD thesis, Ecole Normale Sup´erieure de Cachan, 2012."
|
|
3889
|
},
|
|
3890
|
{
|
|
3891
|
"basicMetadata": {
|
|
3892
|
"title": "Structured variable selection with sparsity-inducing norms",
|
|
3893
|
"authors": [
|
|
3894
|
"Jenatton, R.",
|
|
3895
|
"Audibert, J-Y.",
|
|
3896
|
"Bach, F."
|
|
3897
|
],
|
|
3898
|
"pages": {
|
|
3899
|
"start": "2777",
|
|
3900
|
"end": "2824"
|
|
3901
|
},
|
|
3902
|
"source": "Journal of Machine Learning Research",
|
|
3903
|
"volume": "12",
|
|
3904
|
"year": "2011",
|
|
3905
|
"edition": null,
|
|
3906
|
"publisher": null,
|
|
3907
|
"location": null,
|
|
3908
|
"series": null,
|
|
3909
|
"issue": null,
|
|
3910
|
"url": null
|
|
3911
|
},
|
|
3912
|
"position": 67,
|
|
3913
|
"text": "[67] R. Jenatton, J-Y. Audibert, and F. Bach. Structured variable selection with sparsity-inducing norms. Journal of Machine Learning Research, 12:2777– 2824, 2011."
|
|
3914
|
},
|
|
3915
|
{
|
|
3916
|
"basicMetadata": {
|
|
3917
|
"title": "Multi-scale mining of fMRI data with hierarchical structured sparsity",
|
|
3918
|
"authors": [
|
|
3919
|
"Jenatton, R.",
|
|
3920
|
"Gramfort, A.",
|
|
3921
|
"Michel, V.",
|
|
3922
|
"Obozinski, G.",
|
|
3923
|
"Bach, F.",
|
|
3924
|
"Thirion, B."
|
|
3925
|
],
|
|
3926
|
"pages": null,
|
|
3927
|
"source": "In In- ternational Workshop on Pattern Recognition in Neuroimaging (PRNI)",
|
|
3928
|
"volume": null,
|
|
3929
|
"year": "2011",
|
|
3930
|
"edition": null,
|
|
3931
|
"publisher": null,
|
|
3932
|
"location": null,
|
|
3933
|
"series": null,
|
|
3934
|
"issue": null,
|
|
3935
|
"url": null
|
|
3936
|
},
|
|
3937
|
"position": 68,
|
|
3938
|
"text": "[68] R. Jenatton, A. Gramfort, V. Michel, G. Obozinski, F. Bach, and B. Thirion. Multi-scale mining of fMRI data with hierarchical structured sparsity. In In- ternational Workshop on Pattern Recognition in Neuroimaging (PRNI), 2011."
|
|
3939
|
},
|
|
3940
|
{
|
|
3941
|
"basicMetadata": {
|
|
3942
|
"title": "Proximal methods for sparse hierarchical dictionary learning",
|
|
3943
|
"authors": [
|
|
3944
|
"Jenatton, R.",
|
|
3945
|
"Mairal, J.",
|
|
3946
|
"Obozinski, G.",
|
|
3947
|
"Bach, F."
|
|
3948
|
],
|
|
3949
|
"pages": null,
|
|
3950
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
3951
|
"volume": null,
|
|
3952
|
"year": "2010",
|
|
3953
|
"edition": null,
|
|
3954
|
"publisher": null,
|
|
3955
|
"location": null,
|
|
3956
|
"series": null,
|
|
3957
|
"issue": null,
|
|
3958
|
"url": null
|
|
3959
|
},
|
|
3960
|
"position": 69,
|
|
3961
|
"text": "[69] R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal methods for sparse hierarchical dictionary learning. In Proceedings of the International Conference on Machine Learning (ICML), 2010."
|
|
3962
|
},
|
|
3963
|
{
|
|
3964
|
"basicMetadata": {
|
|
3965
|
"title": "Proximal methods for hierarchical sparse coding",
|
|
3966
|
"authors": [
|
|
3967
|
"Jenatton, R.",
|
|
3968
|
"Mairal, J.",
|
|
3969
|
"Obozinski, G.",
|
|
3970
|
"Bach, F."
|
|
3971
|
],
|
|
3972
|
"pages": {
|
|
3973
|
"start": "2297",
|
|
3974
|
"end": "2334"
|
|
3975
|
},
|
|
3976
|
"source": "Journal of Machine Learning Research",
|
|
3977
|
"volume": "12",
|
|
3978
|
"year": "2011",
|
|
3979
|
"edition": null,
|
|
3980
|
"publisher": null,
|
|
3981
|
"location": null,
|
|
3982
|
"series": null,
|
|
3983
|
"issue": null,
|
|
3984
|
"url": null
|
|
3985
|
},
|
|
3986
|
"position": 70,
|
|
3987
|
"text": "[70] R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal methods for hierarchical sparse coding. Journal of Machine Learning Research, 12:2297– 2334, 2011."
|
|
3988
|
},
|
|
3989
|
{
|
|
3990
|
"basicMetadata": {
|
|
3991
|
"title": "Structured sparse principal compo- nent analysis",
|
|
3992
|
"authors": [
|
|
3993
|
"Jenatton, R.",
|
|
3994
|
"Obozinski, G.",
|
|
3995
|
"Bach, F."
|
|
3996
|
],
|
|
3997
|
"pages": null,
|
|
3998
|
"source": "In Proceedings of International Workshop on Artificial Intelli- gence and Statistics (AISTATS)",
|
|
3999
|
"volume": null,
|
|
4000
|
"year": "2010",
|
|
4001
|
"edition": null,
|
|
4002
|
"publisher": null,
|
|
4003
|
"location": null,
|
|
4004
|
"series": null,
|
|
4005
|
"issue": null,
|
|
4006
|
"url": null
|
|
4007
|
},
|
|
4008
|
"position": 71,
|
|
4009
|
"text": "[71] R. Jenatton, G. Obozinski, and F. Bach. Structured sparse principal compo- nent analysis. In Proceedings of International Workshop on Artificial Intelli- gence and Statistics (AISTATS), 2010."
|
|
4010
|
},
|
|
4011
|
{
|
|
4012
|
"basicMetadata": {
|
|
4013
|
"title": "Hierarchical clustering schemes",
|
|
4014
|
"authors": [
|
|
4015
|
"Johnson, S.C."
|
|
4016
|
],
|
|
4017
|
"pages": {
|
|
4018
|
"start": "241",
|
|
4019
|
"end": "254"
|
|
4020
|
},
|
|
4021
|
"source": "Psychometrika",
|
|
4022
|
"volume": "32",
|
|
4023
|
"year": "1967",
|
|
4024
|
"edition": null,
|
|
4025
|
"publisher": null,
|
|
4026
|
"location": null,
|
|
4027
|
"series": null,
|
|
4028
|
"issue": "3",
|
|
4029
|
"url": null
|
|
4030
|
},
|
|
4031
|
"position": 72,
|
|
4032
|
"text": "[72] S.C. Johnson. Hierarchical clustering schemes. Psychometrika, 32(3):241–254, 1967."
|
|
4033
|
},
|
|
4034
|
{
|
|
4035
|
"basicMetadata": {
|
|
4036
|
"title": "and",
|
|
4037
|
"authors": [
|
|
4038
|
"Kavukcuoglu, K.",
|
|
4039
|
"Ranzato, M.A.",
|
|
4040
|
"Fergus, R.",
|
|
4041
|
"LeCun, Y."
|
|
4042
|
],
|
|
4043
|
"pages": null,
|
|
4044
|
"source": "In Proc. IEEE Conf. Computer Vision and Pattern Recognition",
|
|
4045
|
"volume": null,
|
|
4046
|
"year": "2009",
|
|
4047
|
"edition": null,
|
|
4048
|
"publisher": null,
|
|
4049
|
"location": null,
|
|
4050
|
"series": null,
|
|
4051
|
"issue": null,
|
|
4052
|
"url": null
|
|
4053
|
},
|
|
4054
|
"position": 73,
|
|
4055
|
"text": "[73] K. Kavukcuoglu, M.A. Ranzato, R. Fergus, and Y. LeCun. Learning invariant features through topographic filter maps. In Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2009."
|
|
4056
|
},
|
|
4057
|
{
|
|
4058
|
"basicMetadata": {
|
|
4059
|
"title": "Tree-guided group lasso for multi-task regression with structured sparsity",
|
|
4060
|
"authors": [
|
|
4061
|
"Kim, S.",
|
|
4062
|
"Xing, E.P."
|
|
4063
|
],
|
|
4064
|
"pages": null,
|
|
4065
|
"source": "In Proceedings of the International Conference on Ma- chine Learning (ICML)",
|
|
4066
|
"volume": null,
|
|
4067
|
"year": "2010",
|
|
4068
|
"edition": null,
|
|
4069
|
"publisher": null,
|
|
4070
|
"location": null,
|
|
4071
|
"series": null,
|
|
4072
|
"issue": null,
|
|
4073
|
"url": null
|
|
4074
|
},
|
|
4075
|
"position": 74,
|
|
4076
|
"text": "[74] S. Kim and E.P. Xing. Tree-guided group lasso for multi-task regression with structured sparsity. In Proceedings of the International Conference on Ma- chine Learning (ICML), 2010."
|
|
4077
|
},
|
|
4078
|
{
|
|
4079
|
"basicMetadata": {
|
|
4080
|
"title": "Some results on Tchebycheffian spline func- tions",
|
|
4081
|
"authors": [
|
|
4082
|
"Kimeldorf, G.S.",
|
|
4083
|
"Wahba, G."
|
|
4084
|
],
|
|
4085
|
"pages": {
|
|
4086
|
"start": "82",
|
|
4087
|
"end": "95"
|
|
4088
|
},
|
|
4089
|
"source": "Journal of Mathematical Analysis and Applications",
|
|
4090
|
"volume": "33",
|
|
4091
|
"year": "1971",
|
|
4092
|
"edition": null,
|
|
4093
|
"publisher": null,
|
|
4094
|
"location": null,
|
|
4095
|
"series": null,
|
|
4096
|
"issue": null,
|
|
4097
|
"url": null
|
|
4098
|
},
|
|
4099
|
"position": 75,
|
|
4100
|
"text": "[75] G.S. Kimeldorf and G. Wahba. Some results on Tchebycheffian spline func- tions. Journal of Mathematical Analysis and Applications, 33:82–95, 1971."
|
|
4101
|
},
|
|
4102
|
{
|
|
4103
|
"basicMetadata": {
|
|
4104
|
"title": "An interior-point method for large-scale l1- regularized logistic regression",
|
|
4105
|
"authors": [
|
|
4106
|
"Koh, K.",
|
|
4107
|
"Kim, S.J.",
|
|
4108
|
"Boyd, S."
|
|
4109
|
],
|
|
4110
|
"pages": {
|
|
4111
|
"start": "1555",
|
|
4112
|
"end": "1555"
|
|
4113
|
},
|
|
4114
|
"source": "Journal of Machine Learning Research",
|
|
4115
|
"volume": "8",
|
|
4116
|
"year": "2007",
|
|
4117
|
"edition": null,
|
|
4118
|
"publisher": null,
|
|
4119
|
"location": null,
|
|
4120
|
"series": null,
|
|
4121
|
"issue": null,
|
|
4122
|
"url": null
|
|
4123
|
},
|
|
4124
|
"position": 76,
|
|
4125
|
"text": "[76] K. Koh, S.J. Kim, and S. Boyd. An interior-point method for large-scale l1- regularized logistic regression. Journal of Machine Learning Research, 8:1555, 2007."
|
|
4126
|
},
|
|
4127
|
{
|
|
4128
|
"basicMetadata": {
|
|
4129
|
"title": "Sparse multinomial logistic regression: Fast algorithms and generalization bounds",
|
|
4130
|
"authors": [
|
|
4131
|
"Krishnapuram, B.",
|
|
4132
|
"Carin, L.",
|
|
4133
|
"Figueiredo, M.A.T.",
|
|
4134
|
"Hartemink, A.J."
|
|
4135
|
],
|
|
4136
|
"pages": {
|
|
4137
|
"start": "957",
|
|
4138
|
"end": "968"
|
|
4139
|
},
|
|
4140
|
"source": "IEEE Transactions on Pattern Analysis and Machine Intelligence",
|
|
4141
|
"volume": "27",
|
|
4142
|
"year": "2005",
|
|
4143
|
"edition": null,
|
|
4144
|
"publisher": null,
|
|
4145
|
"location": null,
|
|
4146
|
"series": null,
|
|
4147
|
"issue": "6",
|
|
4148
|
"url": null
|
|
4149
|
},
|
|
4150
|
"position": 77,
|
|
4151
|
"text": "[77] B. Krishnapuram, L. Carin, M.A.T. Figueiredo, and A.J. Hartemink. Sparse multinomial logistic regression: Fast algorithms and generalization bounds. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(6):957– 968, 2005."
|
|
4152
|
},
|
|
4153
|
{
|
|
4154
|
"basicMetadata": {
|
|
4155
|
"title": "A statistical framework for genomic data fusion",
|
|
4156
|
"authors": [
|
|
4157
|
"Lanckriet, G. R. G.",
|
|
4158
|
"De Bie, T.",
|
|
4159
|
"Cristianini, N.",
|
|
4160
|
"Jordan, M. I.",
|
|
4161
|
"Noble, W. S."
|
|
4162
|
],
|
|
4163
|
"pages": {
|
|
4164
|
"start": "2626",
|
|
4165
|
"end": "2635"
|
|
4166
|
},
|
|
4167
|
"source": "Bioinformatics",
|
|
4168
|
"volume": "20",
|
|
4169
|
"year": "2004",
|
|
4170
|
"edition": null,
|
|
4171
|
"publisher": null,
|
|
4172
|
"location": null,
|
|
4173
|
"series": null,
|
|
4174
|
"issue": null,
|
|
4175
|
"url": null
|
|
4176
|
},
|
|
4177
|
"position": 78,
|
|
4178
|
"text": "[78] G. R. G. Lanckriet, T. De Bie, N. Cristianini, M. I. Jordan, and W. S. Noble. A statistical framework for genomic data fusion. Bioinformatics, 20:2626–2635, 2004."
|
|
4179
|
},
|
|
4180
|
{
|
|
4181
|
"basicMetadata": {
|
|
4182
|
"title": "Learning the kernel matrix with semidefinite programming",
|
|
4183
|
"authors": [
|
|
4184
|
"Lanckriet, G.R.G.",
|
|
4185
|
"Cristianini, N.",
|
|
4186
|
"El Ghaoui, L.",
|
|
4187
|
"Bartlett, P.",
|
|
4188
|
"Jor- dan, M.I."
|
|
4189
|
],
|
|
4190
|
"pages": {
|
|
4191
|
"start": "27",
|
|
4192
|
"end": "72"
|
|
4193
|
},
|
|
4194
|
"source": "Journal of Machine Learning Research",
|
|
4195
|
"volume": "5",
|
|
4196
|
"year": "2004",
|
|
4197
|
"edition": null,
|
|
4198
|
"publisher": null,
|
|
4199
|
"location": null,
|
|
4200
|
"series": null,
|
|
4201
|
"issue": null,
|
|
4202
|
"url": null
|
|
4203
|
},
|
|
4204
|
"position": 79,
|
|
4205
|
"text": "[79] G.R.G. Lanckriet, N. Cristianini, L. El Ghaoui, P. Bartlett, and M.I. Jor- dan. Learning the kernel matrix with semidefinite programming. Journal of Machine Learning Research, 5:27–72, 2004."
|
|
4206
|
},
|
|
4207
|
{
|
|
4208
|
"basicMetadata": {
|
|
4209
|
"title": "Efficient sparse coding algorithms",
|
|
4210
|
"authors": [
|
|
4211
|
"Lee, H.",
|
|
4212
|
"Battle, A.",
|
|
4213
|
"Raina, R.",
|
|
4214
|
"Ng, A.Y"
|
|
4215
|
],
|
|
4216
|
"pages": null,
|
|
4217
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
4218
|
"volume": null,
|
|
4219
|
"year": "2007",
|
|
4220
|
"edition": null,
|
|
4221
|
"publisher": null,
|
|
4222
|
"location": null,
|
|
4223
|
"series": null,
|
|
4224
|
"issue": null,
|
|
4225
|
"url": null
|
|
4226
|
},
|
|
4227
|
"position": 80,
|
|
4228
|
"text": "[80] H. Lee, A. Battle, R. Raina, and A.Y. Ng. Efficient sparse coding algorithms. In Advances in Neural Information Processing Systems (NIPS), 2007."
|
|
4229
|
},
|
|
4230
|
{
|
|
4231
|
"basicMetadata": {
|
|
4232
|
"title": "F´evotte. Itakura-Saito nonnegative matrix fac- torization with group sparsity",
|
|
4233
|
"authors": [
|
|
4234
|
"Lef`evre, A.",
|
|
4235
|
"Bach, F.",
|
|
4236
|
"C."
|
|
4237
|
],
|
|
4238
|
"pages": null,
|
|
4239
|
"source": "In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)",
|
|
4240
|
"volume": null,
|
|
4241
|
"year": "2011",
|
|
4242
|
"edition": null,
|
|
4243
|
"publisher": null,
|
|
4244
|
"location": null,
|
|
4245
|
"series": null,
|
|
4246
|
"issue": null,
|
|
4247
|
"url": null
|
|
4248
|
},
|
|
4249
|
"position": 81,
|
|
4250
|
"text": "[81] A. Lef`evre, F. Bach, and C. F´evotte. Itakura-Saito nonnegative matrix fac- torization with group sparsity. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011."
|
|
4251
|
},
|
|
4252
|
{
|
|
4253
|
"basicMetadata": {
|
|
4254
|
"title": "Splitting algorithms for the sum of two nonlinear operators",
|
|
4255
|
"authors": [
|
|
4256
|
"Lions, P.L.",
|
|
4257
|
"Mercier, B."
|
|
4258
|
],
|
|
4259
|
"pages": {
|
|
4260
|
"start": "964",
|
|
4261
|
"end": "979"
|
|
4262
|
},
|
|
4263
|
"source": "SIAM Journal on Numerical Analysis",
|
|
4264
|
"volume": "16",
|
|
4265
|
"year": "1979",
|
|
4266
|
"edition": null,
|
|
4267
|
"publisher": null,
|
|
4268
|
"location": null,
|
|
4269
|
"series": null,
|
|
4270
|
"issue": "6",
|
|
4271
|
"url": null
|
|
4272
|
},
|
|
4273
|
"position": 82,
|
|
4274
|
"text": "[82] P.L. Lions and B. Mercier. Splitting algorithms for the sum of two nonlinear operators. SIAM Journal on Numerical Analysis, 16(6):964–979, 1979."
|
|
4275
|
},
|
|
4276
|
{
|
|
4277
|
"basicMetadata": {
|
|
4278
|
"title": "Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery",
|
|
4279
|
"authors": [
|
|
4280
|
"Liu, H.",
|
|
4281
|
"Palatucci, M.",
|
|
4282
|
"Zhang, J."
|
|
4283
|
],
|
|
4284
|
"pages": null,
|
|
4285
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
4286
|
"volume": null,
|
|
4287
|
"year": "2009",
|
|
4288
|
"edition": null,
|
|
4289
|
"publisher": null,
|
|
4290
|
"location": null,
|
|
4291
|
"series": null,
|
|
4292
|
"issue": null,
|
|
4293
|
"url": null
|
|
4294
|
},
|
|
4295
|
"position": 83,
|
|
4296
|
"text": "[83] H. Liu, M. Palatucci, and J. Zhang. Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery. In Proceedings of the International Conference on Machine Learning (ICML), 2009."
|
|
4297
|
},
|
|
4298
|
{
|
|
4299
|
"basicMetadata": {
|
|
4300
|
"title": "Taking advantage of sparsity in multi-task learning",
|
|
4301
|
"authors": [
|
|
4302
|
"Lounici, K.",
|
|
4303
|
"Pontil, M.",
|
|
4304
|
"Tsybakov, A. B."
|
|
4305
|
],
|
|
4306
|
"pages": null,
|
|
4307
|
"source": "preprint arXiv:0903",
|
|
4308
|
"volume": null,
|
|
4309
|
"year": "2009",
|
|
4310
|
"edition": null,
|
|
4311
|
"publisher": null,
|
|
4312
|
"location": null,
|
|
4313
|
"series": null,
|
|
4314
|
"issue": null,
|
|
4315
|
"url": null
|
|
4316
|
},
|
|
4317
|
"position": 84,
|
|
4318
|
"text": "[84] K. Lounici, M. Pontil, A. B. Tsybakov, and S. van de Geer. Taking advantage of sparsity in multi-task learning. preprint arXiv:0903.1468, 2009."
|
|
4319
|
},
|
|
4320
|
{
|
|
4321
|
"basicMetadata": {
|
|
4322
|
"title": "A linear-time median-finding algorithm for projecting a vector on the simplex of Rn",
|
|
4323
|
"authors": [
|
|
4324
|
"Maculan, N."
|
|
4325
|
],
|
|
4326
|
"pages": {
|
|
4327
|
"start": "219",
|
|
4328
|
"end": "222"
|
|
4329
|
},
|
|
4330
|
"source": null,
|
|
4331
|
"volume": "8",
|
|
4332
|
"year": "1989",
|
|
4333
|
"edition": null,
|
|
4334
|
"publisher": null,
|
|
4335
|
"location": null,
|
|
4336
|
"series": null,
|
|
4337
|
"issue": "4",
|
|
4338
|
"url": null
|
|
4339
|
},
|
|
4340
|
"position": 85,
|
|
4341
|
"text": "[85] N. Maculan and G. Galdino de Paula. A linear-time median-finding algorithm for projecting a vector on the simplex of Rn. Operations research letters, 8(4):219–222, 1989."
|
|
4342
|
},
|
|
4343
|
{
|
|
4344
|
"basicMetadata": {
|
|
4345
|
"title": "Sparse coding for machine learning, image processing and computer vision",
|
|
4346
|
"authors": [
|
|
4347
|
"Mairal, J."
|
|
4348
|
],
|
|
4349
|
"pages": null,
|
|
4350
|
"source": "PhD thesis",
|
|
4351
|
"volume": null,
|
|
4352
|
"year": "2010",
|
|
4353
|
"edition": null,
|
|
4354
|
"publisher": null,
|
|
4355
|
"location": null,
|
|
4356
|
"series": null,
|
|
4357
|
"issue": null,
|
|
4358
|
"url": null
|
|
4359
|
},
|
|
4360
|
"position": 86,
|
|
4361
|
"text": "[86] J. Mairal. Sparse coding for machine learning, image processing and computer vision. PhD thesis, Ecole Normale Sup´erieure de Cachan, 2010. http://tel. archives-ouvertes.fr/tel-00595312."
|
|
4362
|
},
|
|
4363
|
{
|
|
4364
|
"basicMetadata": {
|
|
4365
|
"title": "Online learning for matrix factorization and sparse coding",
|
|
4366
|
"authors": [
|
|
4367
|
"Mairal, J.",
|
|
4368
|
"Bach, F.",
|
|
4369
|
"Sapiro, G."
|
|
4370
|
],
|
|
4371
|
"pages": {
|
|
4372
|
"start": "19",
|
|
4373
|
"end": "60"
|
|
4374
|
},
|
|
4375
|
"source": "Journal of Machine Learning Research",
|
|
4376
|
"volume": "11",
|
|
4377
|
"year": "2010",
|
|
4378
|
"edition": null,
|
|
4379
|
"publisher": null,
|
|
4380
|
"location": null,
|
|
4381
|
"series": null,
|
|
4382
|
"issue": null,
|
|
4383
|
"url": null
|
|
4384
|
},
|
|
4385
|
"position": 87,
|
|
4386
|
"text": "[87] J. Mairal, F. Bach, J. Ponce, and G. Sapiro. Online learning for matrix factorization and sparse coding. Journal of Machine Learning Research, 11:19– 60, 2010."
|
|
4387
|
},
|
|
4388
|
{
|
|
4389
|
"basicMetadata": {
|
|
4390
|
"title": "Network flow algorithms for structured sparsity",
|
|
4391
|
"authors": [
|
|
4392
|
"Mairal, J.",
|
|
4393
|
"Jenatton, R.",
|
|
4394
|
"Obozinski, G.",
|
|
4395
|
"Bach, F."
|
|
4396
|
],
|
|
4397
|
"pages": null,
|
|
4398
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
4399
|
"volume": null,
|
|
4400
|
"year": "2010",
|
|
4401
|
"edition": null,
|
|
4402
|
"publisher": null,
|
|
4403
|
"location": null,
|
|
4404
|
"series": null,
|
|
4405
|
"issue": null,
|
|
4406
|
"url": null
|
|
4407
|
},
|
|
4408
|
"position": 88,
|
|
4409
|
"text": "[88] J. Mairal, R. Jenatton, G. Obozinski, and F. Bach. Network flow algorithms for structured sparsity. In Advances in Neural Information Processing Systems (NIPS), 2010."
|
|
4410
|
},
|
|
4411
|
{
|
|
4412
|
"basicMetadata": {
|
|
4413
|
"title": "Convex and network flow optimization for structured sparsity",
|
|
4414
|
"authors": [
|
|
4415
|
"Mairal, J.",
|
|
4416
|
"Jenatton, R.",
|
|
4417
|
"Obozinski, G.",
|
|
4418
|
"Bach, F."
|
|
4419
|
],
|
|
4420
|
"pages": {
|
|
4421
|
"start": "2681",
|
|
4422
|
"end": "2720"
|
|
4423
|
},
|
|
4424
|
"source": "Journal of Machine Learning Research",
|
|
4425
|
"volume": "12",
|
|
4426
|
"year": "2011",
|
|
4427
|
"edition": null,
|
|
4428
|
"publisher": null,
|
|
4429
|
"location": null,
|
|
4430
|
"series": null,
|
|
4431
|
"issue": null,
|
|
4432
|
"url": null
|
|
4433
|
},
|
|
4434
|
"position": 89,
|
|
4435
|
"text": "[89] J. Mairal, R. Jenatton, G. Obozinski, and F. Bach. Convex and network flow optimization for structured sparsity. Journal of Machine Learning Research, 12:2681–2720, 2011."
|
|
4436
|
},
|
|
4437
|
{
|
|
4438
|
"basicMetadata": {
|
|
4439
|
"title": "Matching pursuit in a time-frequency dictionary",
|
|
4440
|
"authors": [
|
|
4441
|
"Mallat, S.",
|
|
4442
|
"Zhang, Z."
|
|
4443
|
],
|
|
4444
|
"pages": {
|
|
4445
|
"start": "3397",
|
|
4446
|
"end": "3415"
|
|
4447
|
},
|
|
4448
|
"source": "IEEE Transactions on Signal Processing",
|
|
4449
|
"volume": "41",
|
|
4450
|
"year": "1993",
|
|
4451
|
"edition": null,
|
|
4452
|
"publisher": null,
|
|
4453
|
"location": null,
|
|
4454
|
"series": null,
|
|
4455
|
"issue": "12",
|
|
4456
|
"url": null
|
|
4457
|
},
|
|
4458
|
"position": 90,
|
|
4459
|
"text": "[90] S. Mallat and Z. Zhang. Matching pursuit in a time-frequency dictionary. IEEE Transactions on Signal Processing, 41(12):3397–3415, 1993."
|
|
4460
|
},
|
|
4461
|
{
|
|
4462
|
"basicMetadata": {
|
|
4463
|
"title": "Portfolio selection",
|
|
4464
|
"authors": [
|
|
4465
|
"Markowitz, H."
|
|
4466
|
],
|
|
4467
|
"pages": {
|
|
4468
|
"start": "77",
|
|
4469
|
"end": "91"
|
|
4470
|
},
|
|
4471
|
"source": "Journal of Finance",
|
|
4472
|
"volume": "7",
|
|
4473
|
"year": "1952",
|
|
4474
|
"edition": null,
|
|
4475
|
"publisher": null,
|
|
4476
|
"location": null,
|
|
4477
|
"series": null,
|
|
4478
|
"issue": "1",
|
|
4479
|
"url": null
|
|
4480
|
},
|
|
4481
|
"position": 91,
|
|
4482
|
"text": "[91] H. Markowitz. Portfolio selection. Journal of Finance, 7(1):77–91, 1952."
|
|
4483
|
},
|
|
4484
|
{
|
|
4485
|
"basicMetadata": {
|
|
4486
|
"title": "R´egularisation d’in´equations variationnelles par approximations successives",
|
|
4487
|
"authors": [
|
|
4488
|
"Martinet, B."
|
|
4489
|
],
|
|
4490
|
"pages": null,
|
|
4491
|
"source": "Revue franaise d’informatique et de recherche op´erationnelle",
|
|
4492
|
"volume": null,
|
|
4493
|
"year": "1970",
|
|
4494
|
"edition": null,
|
|
4495
|
"publisher": null,
|
|
4496
|
"location": null,
|
|
4497
|
"series": null,
|
|
4498
|
"issue": null,
|
|
4499
|
"url": null
|
|
4500
|
},
|
|
4501
|
"position": 92,
|
|
4502
|
"text": "[92] B. Martinet. R´egularisation d’in´equations variationnelles par approximations successives. Revue franaise d’informatique et de recherche op´erationnelle, s´erie rouge, 1970."
|
|
4503
|
},
|
|
4504
|
{
|
|
4505
|
"basicMetadata": {
|
|
4506
|
"title": "Struc- tured sparsity in structured prediction",
|
|
4507
|
"authors": [
|
|
4508
|
"Martins, A.F.T.",
|
|
4509
|
"Smith, N.A.",
|
|
4510
|
"Aguiar, P.M.Q.",
|
|
4511
|
"Figueiredo, M.A.T."
|
|
4512
|
],
|
|
4513
|
"pages": null,
|
|
4514
|
"source": "In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)",
|
|
4515
|
"volume": null,
|
|
4516
|
"year": "2011",
|
|
4517
|
"edition": null,
|
|
4518
|
"publisher": null,
|
|
4519
|
"location": null,
|
|
4520
|
"series": null,
|
|
4521
|
"issue": null,
|
|
4522
|
"url": null
|
|
4523
|
},
|
|
4524
|
"position": 93,
|
|
4525
|
"text": "[93] A.F.T. Martins, N.A. Smith, P.M.Q. Aguiar, and M.A.T. Figueiredo. Struc- tured sparsity in structured prediction. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011."
|
|
4526
|
},
|
|
4527
|
{
|
|
4528
|
"basicMetadata": {
|
|
4529
|
"title": "Regularizers for structured spar- sity",
|
|
4530
|
"authors": [
|
|
4531
|
"Micchelli, C.A.",
|
|
4532
|
"Morales, J.M.",
|
|
4533
|
"Pontil, M."
|
|
4534
|
],
|
|
4535
|
"pages": null,
|
|
4536
|
"source": "preprint arXiv:1010.0556v2",
|
|
4537
|
"volume": null,
|
|
4538
|
"year": "2011",
|
|
4539
|
"edition": null,
|
|
4540
|
"publisher": null,
|
|
4541
|
"location": null,
|
|
4542
|
"series": null,
|
|
4543
|
"issue": null,
|
|
4544
|
"url": null
|
|
4545
|
},
|
|
4546
|
"position": 94,
|
|
4547
|
"text": "[94] C.A. Micchelli, J.M. Morales, and M. Pontil. Regularizers for structured spar- sity. preprint arXiv:1010.0556v2, 2011."
|
|
4548
|
},
|
|
4549
|
{
|
|
4550
|
"basicMetadata": {
|
|
4551
|
"title": "Fonctions convexes duales et points proximaux dans un espace hilbertien",
|
|
4552
|
"authors": [
|
|
4553
|
"Moreau, J.J."
|
|
4554
|
],
|
|
4555
|
"pages": {
|
|
4556
|
"start": "2897",
|
|
4557
|
"end": "2899"
|
|
4558
|
},
|
|
4559
|
"source": "Comptes-Rendus de l’Acad´emie des Sciences",
|
|
4560
|
"volume": "255",
|
|
4561
|
"year": "1962",
|
|
4562
|
"edition": null,
|
|
4563
|
"publisher": null,
|
|
4564
|
"location": null,
|
|
4565
|
"series": null,
|
|
4566
|
"issue": null,
|
|
4567
|
"url": null
|
|
4568
|
},
|
|
4569
|
"position": 95,
|
|
4570
|
"text": "[95] J.J. Moreau. Fonctions convexes duales et points proximaux dans un espace hilbertien. Comptes-Rendus de l’Acad´emie des Sciences de Paris, S´erie A, Math´ematiques, 255:2897–2899, 1962."
|
|
4571
|
},
|
|
4572
|
{
|
|
4573
|
"basicMetadata": {
|
|
4574
|
"title": "Solving structured sparsity regularization with proximal methods",
|
|
4575
|
"authors": [
|
|
4576
|
"Mosci, S.",
|
|
4577
|
"Rosasco, L.",
|
|
4578
|
"Santoro, M.",
|
|
4579
|
"Verri, A.",
|
|
4580
|
"Villa, S."
|
|
4581
|
],
|
|
4582
|
"pages": {
|
|
4583
|
"start": "418",
|
|
4584
|
"end": "433"
|
|
4585
|
},
|
|
4586
|
"source": "Machine Learning and Knowl- edge Discovery in Databases",
|
|
4587
|
"volume": null,
|
|
4588
|
"year": "2010",
|
|
4589
|
"edition": null,
|
|
4590
|
"publisher": null,
|
|
4591
|
"location": null,
|
|
4592
|
"series": null,
|
|
4593
|
"issue": null,
|
|
4594
|
"url": null
|
|
4595
|
},
|
|
4596
|
"position": 96,
|
|
4597
|
"text": "[96] S. Mosci, L. Rosasco, M. Santoro, A. Verri, and S. Villa. Solving structured sparsity regularization with proximal methods. Machine Learning and Knowl- edge Discovery in Databases, pages 418–433, 2010."
|
|
4598
|
},
|
|
4599
|
{
|
|
4600
|
"basicMetadata": {
|
|
4601
|
"title": "Sparse approximate solutions to linear systems",
|
|
4602
|
"authors": [
|
|
4603
|
"Natarajan, B.K."
|
|
4604
|
],
|
|
4605
|
"pages": {
|
|
4606
|
"start": "227",
|
|
4607
|
"end": "234"
|
|
4608
|
},
|
|
4609
|
"source": "SIAM Jour- nal on Computing",
|
|
4610
|
"volume": "24",
|
|
4611
|
"year": "1995",
|
|
4612
|
"edition": null,
|
|
4613
|
"publisher": null,
|
|
4614
|
"location": null,
|
|
4615
|
"series": null,
|
|
4616
|
"issue": null,
|
|
4617
|
"url": null
|
|
4618
|
},
|
|
4619
|
"position": 97,
|
|
4620
|
"text": "[97] B.K. Natarajan. Sparse approximate solutions to linear systems. SIAM Jour- nal on Computing, 24:227–234, 1995."
|
|
4621
|
},
|
|
4622
|
{
|
|
4623
|
"basicMetadata": {
|
|
4624
|
"title": "Bayesian learning for neural networks",
|
|
4625
|
"authors": [
|
|
4626
|
"Neal, R.M."
|
|
4627
|
],
|
|
4628
|
"pages": null,
|
|
4629
|
"source": null,
|
|
4630
|
"volume": "118",
|
|
4631
|
"year": "1996",
|
|
4632
|
"edition": null,
|
|
4633
|
"publisher": null,
|
|
4634
|
"location": null,
|
|
4635
|
"series": null,
|
|
4636
|
"issue": null,
|
|
4637
|
"url": null
|
|
4638
|
},
|
|
4639
|
"position": 98,
|
|
4640
|
"text": "[98] R.M. Neal. Bayesian learning for neural networks, volume 118. Springer Verlag, 1996."
|
|
4641
|
},
|
|
4642
|
{
|
|
4643
|
"basicMetadata": {
|
|
4644
|
"title": "CoSaMP: Iterative signal recovery from incom- plete and inaccurate samples",
|
|
4645
|
"authors": [
|
|
4646
|
"Needell, D.",
|
|
4647
|
"Tropp, J.A."
|
|
4648
|
],
|
|
4649
|
"pages": {
|
|
4650
|
"start": "301",
|
|
4651
|
"end": "321"
|
|
4652
|
},
|
|
4653
|
"source": "Applied and Computational Harmonic Analysis",
|
|
4654
|
"volume": "26",
|
|
4655
|
"year": "2009",
|
|
4656
|
"edition": null,
|
|
4657
|
"publisher": null,
|
|
4658
|
"location": null,
|
|
4659
|
"series": null,
|
|
4660
|
"issue": "3",
|
|
4661
|
"url": null
|
|
4662
|
},
|
|
4663
|
"position": 99,
|
|
4664
|
"text": "[99] D. Needell and J.A. Tropp. CoSaMP: Iterative signal recovery from incom- plete and inaccurate samples. Applied and Computational Harmonic Analysis, 26(3):301–321, 2009."
|
|
4665
|
},
|
|
4666
|
{
|
|
4667
|
"basicMetadata": {
|
|
4668
|
"title": "A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers",
|
|
4669
|
"authors": [
|
|
4670
|
"Negahban, S.",
|
|
4671
|
"Ravikumar, P.",
|
|
4672
|
"Wainwright, M.J.",
|
|
4673
|
"Yu, B."
|
|
4674
|
],
|
|
4675
|
"pages": null,
|
|
4676
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
4677
|
"volume": null,
|
|
4678
|
"year": "2009",
|
|
4679
|
"edition": null,
|
|
4680
|
"publisher": null,
|
|
4681
|
"location": null,
|
|
4682
|
"series": null,
|
|
4683
|
"issue": null,
|
|
4684
|
"url": null
|
|
4685
|
},
|
|
4686
|
"position": 100,
|
|
4687
|
"text": "[100] S. Negahban, P. Ravikumar, M.J. Wainwright, and B. Yu. A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers. In Advances in Neural Information Processing Systems (NIPS), 2009."
|
|
4688
|
},
|
|
4689
|
{
|
|
4690
|
"basicMetadata": {
|
|
4691
|
"title": "Introductory lectures on convex optimization: a basic course",
|
|
4692
|
"authors": [
|
|
4693
|
"Nesterov"
|
|
4694
|
],
|
|
4695
|
"pages": null,
|
|
4696
|
"source": null,
|
|
4697
|
"volume": null,
|
|
4698
|
"year": "2004",
|
|
4699
|
"edition": null,
|
|
4700
|
"publisher": null,
|
|
4701
|
"location": null,
|
|
4702
|
"series": null,
|
|
4703
|
"issue": null,
|
|
4704
|
"url": null
|
|
4705
|
},
|
|
4706
|
"position": 101,
|
|
4707
|
"text": "[101] Y. Nesterov. Introductory lectures on convex optimization: a basic course. Kluwer Academic Publishers, 2004."
|
|
4708
|
},
|
|
4709
|
{
|
|
4710
|
"basicMetadata": {
|
|
4711
|
"title": "Smooth minimization of non-smooth functions",
|
|
4712
|
"authors": [
|
|
4713
|
"Nesterov"
|
|
4714
|
],
|
|
4715
|
"pages": {
|
|
4716
|
"start": "127",
|
|
4717
|
"end": "152"
|
|
4718
|
},
|
|
4719
|
"source": "Mathematical Programming",
|
|
4720
|
"volume": "103",
|
|
4721
|
"year": "2005",
|
|
4722
|
"edition": null,
|
|
4723
|
"publisher": null,
|
|
4724
|
"location": null,
|
|
4725
|
"series": null,
|
|
4726
|
"issue": "1",
|
|
4727
|
"url": null
|
|
4728
|
},
|
|
4729
|
"position": 102,
|
|
4730
|
"text": "[102] Y. Nesterov. Smooth minimization of non-smooth functions. Mathematical Programming, 103(1):127–152, 2005."
|
|
4731
|
},
|
|
4732
|
{
|
|
4733
|
"basicMetadata": {
|
|
4734
|
"title": "Gradient methods for minimizing composite objective function",
|
|
4735
|
"authors": [
|
|
4736
|
"Nesterov"
|
|
4737
|
],
|
|
4738
|
"pages": null,
|
|
4739
|
"source": "Technical report, Center for Operations Research and Econometrics (CORE)",
|
|
4740
|
"volume": null,
|
|
4741
|
"year": "2007",
|
|
4742
|
"edition": null,
|
|
4743
|
"publisher": null,
|
|
4744
|
"location": null,
|
|
4745
|
"series": null,
|
|
4746
|
"issue": null,
|
|
4747
|
"url": null
|
|
4748
|
},
|
|
4749
|
"position": 103,
|
|
4750
|
"text": "[103] Y. Nesterov. Gradient methods for minimizing composite objective function. Technical report, Center for Operations Research and Econometrics (CORE), Catholic University of Louvain, 2007. Discussion paper."
|
|
4751
|
},
|
|
4752
|
{
|
|
4753
|
"basicMetadata": {
|
|
4754
|
"title": "Efficiency of coordinate descent methods on huge-scale opti- mization problems",
|
|
4755
|
"authors": [
|
|
4756
|
"Nesterov"
|
|
4757
|
],
|
|
4758
|
"pages": null,
|
|
4759
|
"source": "Technical report, Center for Operations Research and Econometrics (CORE)",
|
|
4760
|
"volume": null,
|
|
4761
|
"year": "2010",
|
|
4762
|
"edition": null,
|
|
4763
|
"publisher": null,
|
|
4764
|
"location": null,
|
|
4765
|
"series": null,
|
|
4766
|
"issue": null,
|
|
4767
|
"url": null
|
|
4768
|
},
|
|
4769
|
"position": 104,
|
|
4770
|
"text": "[104] Y. Nesterov. Efficiency of coordinate descent methods on huge-scale opti- mization problems. Technical report, Center for Operations Research and Econometrics (CORE), Catholic University of Louvain, 2010. Discussion pa- per."
|
|
4771
|
},
|
|
4772
|
{
|
|
4773
|
"basicMetadata": {
|
|
4774
|
"title": null,
|
|
4775
|
"authors": [
|
|
4776
|
"Nocedal, J.",
|
|
4777
|
"Wright, S.J."
|
|
4778
|
],
|
|
4779
|
"pages": null,
|
|
4780
|
"source": null,
|
|
4781
|
"volume": null,
|
|
4782
|
"year": "2006",
|
|
4783
|
"edition": null,
|
|
4784
|
"publisher": null,
|
|
4785
|
"location": null,
|
|
4786
|
"series": null,
|
|
4787
|
"issue": null,
|
|
4788
|
"url": null
|
|
4789
|
},
|
|
4790
|
"position": 105,
|
|
4791
|
"text": "[105] J. Nocedal and S.J. Wright. Numerical Optimization. Springer Verlag, 2006. second edition."
|
|
4792
|
},
|
|
4793
|
{
|
|
4794
|
"basicMetadata": {
|
|
4795
|
"title": "Group Lasso with overlaps: the Latent Group Lasso approach",
|
|
4796
|
"authors": [
|
|
4797
|
"Obozinski, G.",
|
|
4798
|
"Vert, J.-P."
|
|
4799
|
],
|
|
4800
|
"pages": null,
|
|
4801
|
"source": "preprint HAL - inria-00628498",
|
|
4802
|
"volume": null,
|
|
4803
|
"year": "2011",
|
|
4804
|
"edition": null,
|
|
4805
|
"publisher": null,
|
|
4806
|
"location": null,
|
|
4807
|
"series": null,
|
|
4808
|
"issue": null,
|
|
4809
|
"url": null
|
|
4810
|
},
|
|
4811
|
"position": 106,
|
|
4812
|
"text": "[106] G. Obozinski, L. Jacob, and J.-P. Vert. Group Lasso with overlaps: the Latent Group Lasso approach. preprint HAL - inria-00628498, 2011."
|
|
4813
|
},
|
|
4814
|
{
|
|
4815
|
"basicMetadata": {
|
|
4816
|
"title": "Joint covariate selection and joint subspace selection for multiple classification problems",
|
|
4817
|
"authors": [
|
|
4818
|
"Obozinski, G.",
|
|
4819
|
"Taskar, B.",
|
|
4820
|
"Jordan, M.I."
|
|
4821
|
],
|
|
4822
|
"pages": {
|
|
4823
|
"start": "231",
|
|
4824
|
"end": "252"
|
|
4825
|
},
|
|
4826
|
"source": "Statistics and Com- puting",
|
|
4827
|
"volume": "20",
|
|
4828
|
"year": "2009",
|
|
4829
|
"edition": null,
|
|
4830
|
"publisher": null,
|
|
4831
|
"location": null,
|
|
4832
|
"series": null,
|
|
4833
|
"issue": "2",
|
|
4834
|
"url": null
|
|
4835
|
},
|
|
4836
|
"position": 107,
|
|
4837
|
"text": "[107] G. Obozinski, B. Taskar, and M.I. Jordan. Joint covariate selection and joint subspace selection for multiple classification problems. Statistics and Com- puting, 20(2):231–252, 2009."
|
|
4838
|
},
|
|
4839
|
{
|
|
4840
|
"basicMetadata": {
|
|
4841
|
"title": "Emergence of simple-cell receptive field prop- erties by learning a sparse code for natural images",
|
|
4842
|
"authors": [
|
|
4843
|
"Olshausen, B.A.",
|
|
4844
|
"Field, D.J."
|
|
4845
|
],
|
|
4846
|
"pages": {
|
|
4847
|
"start": "607",
|
|
4848
|
"end": "609"
|
|
4849
|
},
|
|
4850
|
"source": "Nature",
|
|
4851
|
"volume": "381",
|
|
4852
|
"year": "1996",
|
|
4853
|
"edition": null,
|
|
4854
|
"publisher": null,
|
|
4855
|
"location": null,
|
|
4856
|
"series": null,
|
|
4857
|
"issue": null,
|
|
4858
|
"url": null
|
|
4859
|
},
|
|
4860
|
"position": 108,
|
|
4861
|
"text": "[108] B.A. Olshausen and D.J. Field. Emergence of simple-cell receptive field prop- erties by learning a sparse code for natural images. Nature, 381:607–609, 1996."
|
|
4862
|
},
|
|
4863
|
{
|
|
4864
|
"basicMetadata": {
|
|
4865
|
"title": "On the Lasso and its dual",
|
|
4866
|
"authors": [
|
|
4867
|
"Osborne, M.R.",
|
|
4868
|
"Presnell, B.",
|
|
4869
|
"Turlach, B.A."
|
|
4870
|
],
|
|
4871
|
"pages": {
|
|
4872
|
"start": "319",
|
|
4873
|
"end": "37"
|
|
4874
|
},
|
|
4875
|
"source": "Journal of Computational and Graphical Statistics",
|
|
4876
|
"volume": "9",
|
|
4877
|
"year": "2000",
|
|
4878
|
"edition": null,
|
|
4879
|
"publisher": null,
|
|
4880
|
"location": null,
|
|
4881
|
"series": null,
|
|
4882
|
"issue": "2",
|
|
4883
|
"url": null
|
|
4884
|
},
|
|
4885
|
"position": 109,
|
|
4886
|
"text": "[109] M.R. Osborne, B. Presnell, and B.A. Turlach. On the Lasso and its dual. Journal of Computational and Graphical Statistics, 9(2):319–37, 2000."
|
|
4887
|
},
|
|
4888
|
{
|
|
4889
|
"basicMetadata": {
|
|
4890
|
"title": "Multi-task feature learning",
|
|
4891
|
"authors": [
|
|
4892
|
"Pontil, M.",
|
|
4893
|
"Argyriou, A.",
|
|
4894
|
"Evgeniou, T."
|
|
4895
|
],
|
|
4896
|
"pages": null,
|
|
4897
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
4898
|
"volume": null,
|
|
4899
|
"year": "2007",
|
|
4900
|
"edition": null,
|
|
4901
|
"publisher": null,
|
|
4902
|
"location": null,
|
|
4903
|
"series": null,
|
|
4904
|
"issue": null,
|
|
4905
|
"url": null
|
|
4906
|
},
|
|
4907
|
"position": 110,
|
|
4908
|
"text": "[110] M. Pontil, A. Argyriou, and T. Evgeniou. Multi-task feature learning. In Advances in Neural Information Processing Systems (NIPS), 2007."
|
|
4909
|
},
|
|
4910
|
{
|
|
4911
|
"basicMetadata": {
|
|
4912
|
"title": "and",
|
|
4913
|
"authors": [
|
|
4914
|
"Rakotomamonjy, A.",
|
|
4915
|
"Bach, F.",
|
|
4916
|
"Canu, S.",
|
|
4917
|
"Grandvalet, Y."
|
|
4918
|
],
|
|
4919
|
"pages": {
|
|
4920
|
"start": "2491",
|
|
4921
|
"end": "2521"
|
|
4922
|
},
|
|
4923
|
"source": "SimpleMKL. Jour- nal of Machine Learning Research",
|
|
4924
|
"volume": "9",
|
|
4925
|
"year": "2008",
|
|
4926
|
"edition": null,
|
|
4927
|
"publisher": null,
|
|
4928
|
"location": null,
|
|
4929
|
"series": null,
|
|
4930
|
"issue": null,
|
|
4931
|
"url": null
|
|
4932
|
},
|
|
4933
|
"position": 111,
|
|
4934
|
"text": "[111] A. Rakotomamonjy, F. Bach, S. Canu, and Y. Grandvalet. SimpleMKL. Jour- nal of Machine Learning Research, 9:2491–2521, 2008."
|
|
4935
|
},
|
|
4936
|
{
|
|
4937
|
"basicMetadata": {
|
|
4938
|
"title": "Convex approaches to model wavelet sparsity patterns",
|
|
4939
|
"authors": [
|
|
4940
|
"Rao, N.S.",
|
|
4941
|
"Nowak, R.D.",
|
|
4942
|
"Wright, S.J.",
|
|
4943
|
"Kingsbury, N.G."
|
|
4944
|
],
|
|
4945
|
"pages": null,
|
|
4946
|
"source": "In International Conference on Image Processing (ICIP)",
|
|
4947
|
"volume": null,
|
|
4948
|
"year": "2011",
|
|
4949
|
"edition": null,
|
|
4950
|
"publisher": null,
|
|
4951
|
"location": null,
|
|
4952
|
"series": null,
|
|
4953
|
"issue": null,
|
|
4954
|
"url": null
|
|
4955
|
},
|
|
4956
|
"position": 112,
|
|
4957
|
"text": "[112] N.S. Rao, R.D. Nowak, S.J. Wright, and N.G. Kingsbury. Convex approaches to model wavelet sparsity patterns. In International Conference on Image Processing (ICIP), 2011."
|
|
4958
|
},
|
|
4959
|
{
|
|
4960
|
"basicMetadata": {
|
|
4961
|
"title": "Classification of arrayCGH data using fused SVM",
|
|
4962
|
"authors": [
|
|
4963
|
"Rapaport, F.",
|
|
4964
|
"Barillot, E.",
|
|
4965
|
"Vert, J.-P."
|
|
4966
|
],
|
|
4967
|
"pages": null,
|
|
4968
|
"source": null,
|
|
4969
|
"volume": "24",
|
|
4970
|
"year": "2008",
|
|
4971
|
"edition": null,
|
|
4972
|
"publisher": null,
|
|
4973
|
"location": null,
|
|
4974
|
"series": null,
|
|
4975
|
"issue": "13",
|
|
4976
|
"url": null
|
|
4977
|
},
|
|
4978
|
"position": 113,
|
|
4979
|
"text": "[113] F. Rapaport, E. Barillot, and J.-P. Vert. Classification of arrayCGH data using fused SVM. Bioinformatics, 24(13):375–i382, 2008."
|
|
4980
|
},
|
|
4981
|
{
|
|
4982
|
"basicMetadata": {
|
|
4983
|
"title": "Sparse additive mod- els",
|
|
4984
|
"authors": [
|
|
4985
|
"Ravikumar, P.",
|
|
4986
|
"Lafferty, J.",
|
|
4987
|
"Liu, H.",
|
|
4988
|
"Wasserman, L."
|
|
4989
|
],
|
|
4990
|
"pages": {
|
|
4991
|
"start": "1009",
|
|
4992
|
"end": "1030"
|
|
4993
|
},
|
|
4994
|
"source": "Journal of the Royal Statistical Society. Series B, statistical methodology",
|
|
4995
|
"volume": "71",
|
|
4996
|
"year": "2009",
|
|
4997
|
"edition": null,
|
|
4998
|
"publisher": null,
|
|
4999
|
"location": null,
|
|
5000
|
"series": null,
|
|
5001
|
"issue": null,
|
|
5002
|
"url": null
|
|
5003
|
},
|
|
5004
|
"position": 114,
|
|
5005
|
"text": "[114] P. Ravikumar, J. Lafferty, H. Liu, and L. Wasserman. Sparse additive mod- els. Journal of the Royal Statistical Society. Series B, statistical methodology, 71:1009–1030, 2009."
|
|
5006
|
},
|
|
5007
|
{
|
|
5008
|
"basicMetadata": {
|
|
5009
|
"title": "Ein verfahren zur lo¨sung parameterabh¨angiger, nichtlinearer maximum-probleme",
|
|
5010
|
"authors": [
|
|
5011
|
"Ritter, K."
|
|
5012
|
],
|
|
5013
|
"pages": {
|
|
5014
|
"start": "149",
|
|
5015
|
"end": "166"
|
|
5016
|
},
|
|
5017
|
"source": "Mathematical Methods of Operations Research",
|
|
5018
|
"volume": "6",
|
|
5019
|
"year": "1962",
|
|
5020
|
"edition": null,
|
|
5021
|
"publisher": null,
|
|
5022
|
"location": null,
|
|
5023
|
"series": null,
|
|
5024
|
"issue": "4",
|
|
5025
|
"url": null
|
|
5026
|
},
|
|
5027
|
"position": 115,
|
|
5028
|
"text": "[115] K. Ritter. Ein verfahren zur lo¨sung parameterabh¨angiger, nichtlinearer maximum-probleme. Mathematical Methods of Operations Research, 6(4):149– 166, 1962."
|
|
5029
|
},
|
|
5030
|
{
|
|
5031
|
"basicMetadata": {
|
|
5032
|
"title": "Convex analysis",
|
|
5033
|
"authors": [
|
|
5034
|
"Rockafellar, R.T."
|
|
5035
|
],
|
|
5036
|
"pages": null,
|
|
5037
|
"source": null,
|
|
5038
|
"volume": null,
|
|
5039
|
"year": "1997",
|
|
5040
|
"edition": null,
|
|
5041
|
"publisher": "Princeton University Press",
|
|
5042
|
"location": null,
|
|
5043
|
"series": null,
|
|
5044
|
"issue": null,
|
|
5045
|
"url": null
|
|
5046
|
},
|
|
5047
|
"position": 116,
|
|
5048
|
"text": "[116] R.T. Rockafellar. Convex analysis. Princeton University Press, 1997."
|
|
5049
|
},
|
|
5050
|
{
|
|
5051
|
"basicMetadata": {
|
|
5052
|
"title": "The Group-Lasso for generalized linear models: uniqueness of solutions and efficient algorithms",
|
|
5053
|
"authors": [
|
|
5054
|
"Roth, V.",
|
|
5055
|
"Fischer, B."
|
|
5056
|
],
|
|
5057
|
"pages": null,
|
|
5058
|
"source": "In Proceedings of the Inter- national Conference on Machine Learning (ICML)",
|
|
5059
|
"volume": null,
|
|
5060
|
"year": "2008",
|
|
5061
|
"edition": null,
|
|
5062
|
"publisher": null,
|
|
5063
|
"location": null,
|
|
5064
|
"series": null,
|
|
5065
|
"issue": null,
|
|
5066
|
"url": null
|
|
5067
|
},
|
|
5068
|
"position": 117,
|
|
5069
|
"text": "[117] V. Roth and B. Fischer. The Group-Lasso for generalized linear models: uniqueness of solutions and efficient algorithms. In Proceedings of the Inter- national Conference on Machine Learning (ICML), 2008."
|
|
5070
|
},
|
|
5071
|
{
|
|
5072
|
"basicMetadata": {
|
|
5073
|
"title": "Nonlinear total variation based noise removal algorithms",
|
|
5074
|
"authors": [
|
|
5075
|
"Rudin, L.I.",
|
|
5076
|
"Osher, S.",
|
|
5077
|
"Fatemi, E."
|
|
5078
|
],
|
|
5079
|
"pages": {
|
|
5080
|
"start": "259",
|
|
5081
|
"end": "268"
|
|
5082
|
},
|
|
5083
|
"source": "Physica D: Nonlinear Phenomena",
|
|
5084
|
"volume": "60",
|
|
5085
|
"year": "1992",
|
|
5086
|
"edition": null,
|
|
5087
|
"publisher": null,
|
|
5088
|
"location": null,
|
|
5089
|
"series": null,
|
|
5090
|
"issue": "1-4",
|
|
5091
|
"url": null
|
|
5092
|
},
|
|
5093
|
"position": 118,
|
|
5094
|
"text": "[118] L.I. Rudin, S. Osher, and E. Fatemi. Nonlinear total variation based noise removal algorithms. Physica D: Nonlinear Phenomena, 60(1-4):259–268, 1992."
|
|
5095
|
},
|
|
5096
|
{
|
|
5097
|
"basicMetadata": {
|
|
5098
|
"title": "Fast optimization methods for L1 regularization: A comparative study and two new approaches",
|
|
5099
|
"authors": [
|
|
5100
|
"Schmidt, M.",
|
|
5101
|
"Fung, G.",
|
|
5102
|
"Rosales, R."
|
|
5103
|
],
|
|
5104
|
"pages": null,
|
|
5105
|
"source": "In Proceedings of the European Conference on Machine Learning (ECML)",
|
|
5106
|
"volume": null,
|
|
5107
|
"year": "2007",
|
|
5108
|
"edition": null,
|
|
5109
|
"publisher": null,
|
|
5110
|
"location": null,
|
|
5111
|
"series": null,
|
|
5112
|
"issue": null,
|
|
5113
|
"url": null
|
|
5114
|
},
|
|
5115
|
"position": 119,
|
|
5116
|
"text": "[119] M. Schmidt, G. Fung, and R. Rosales. Fast optimization methods for L1 regularization: A comparative study and two new approaches. In Proceedings of the European Conference on Machine Learning (ECML), 2007."
|
|
5117
|
},
|
|
5118
|
{
|
|
5119
|
"basicMetadata": {
|
|
5120
|
"title": "Projected Newton-type methods in machine learning",
|
|
5121
|
"authors": [
|
|
5122
|
"Schmidt, M.",
|
|
5123
|
"Kim, D.",
|
|
5124
|
"Sra, S.",
|
|
5125
|
"Nowozin, S.",
|
|
5126
|
"S.J."
|
|
5127
|
],
|
|
5128
|
"pages": null,
|
|
5129
|
"source": "Optimization for Machine Learning",
|
|
5130
|
"volume": null,
|
|
5131
|
"year": "2011",
|
|
5132
|
"edition": null,
|
|
5133
|
"publisher": null,
|
|
5134
|
"location": null,
|
|
5135
|
"series": null,
|
|
5136
|
"issue": null,
|
|
5137
|
"url": null
|
|
5138
|
},
|
|
5139
|
"position": 120,
|
|
5140
|
"text": "[120] M. Schmidt, D. Kim, and S. Sra. Projected Newton-type methods in machine learning. In S. Sra, S. Nowozin, and S.J. Wright, editors, Optimization for Machine Learning. MIT Press, 2011."
|
|
5141
|
},
|
|
5142
|
{
|
|
5143
|
"basicMetadata": {
|
|
5144
|
"title": "Convex structure learning in log-linear models: Beyond pairwise potentials",
|
|
5145
|
"authors": [
|
|
5146
|
"Schmidt, M.",
|
|
5147
|
"Murphy, K."
|
|
5148
|
],
|
|
5149
|
"pages": null,
|
|
5150
|
"source": "In Proceedings of International Workshop on Artificial Intelligence and Statistics (AISTATS)",
|
|
5151
|
"volume": null,
|
|
5152
|
"year": "2010",
|
|
5153
|
"edition": null,
|
|
5154
|
"publisher": null,
|
|
5155
|
"location": null,
|
|
5156
|
"series": null,
|
|
5157
|
"issue": null,
|
|
5158
|
"url": null
|
|
5159
|
},
|
|
5160
|
"position": 121,
|
|
5161
|
"text": "[121] M. Schmidt and K. Murphy. Convex structure learning in log-linear models: Beyond pairwise potentials. In Proceedings of International Workshop on Artificial Intelligence and Statistics (AISTATS), 2010."
|
|
5162
|
},
|
|
5163
|
{
|
|
5164
|
"basicMetadata": {
|
|
5165
|
"title": "Convergence rates of inexact proximal- gradient methods for convex optimization",
|
|
5166
|
"authors": [
|
|
5167
|
"Schmidt, M.",
|
|
5168
|
"Le Roux, N.",
|
|
5169
|
"Bach, F."
|
|
5170
|
],
|
|
5171
|
"pages": null,
|
|
5172
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
5173
|
"volume": null,
|
|
5174
|
"year": "2011",
|
|
5175
|
"edition": null,
|
|
5176
|
"publisher": null,
|
|
5177
|
"location": null,
|
|
5178
|
"series": null,
|
|
5179
|
"issue": null,
|
|
5180
|
"url": null
|
|
5181
|
},
|
|
5182
|
"position": 122,
|
|
5183
|
"text": "[122] M. Schmidt, N. Le Roux, and F. Bach. Convergence rates of inexact proximal- gradient methods for convex optimization. In Advances in Neural Information Processing Systems (NIPS), 2011."
|
|
5184
|
},
|
|
5185
|
{
|
|
5186
|
"basicMetadata": {
|
|
5187
|
"title": "¨olkopf and",
|
|
5188
|
"authors": [
|
|
5189
|
"Sch, B.",
|
|
5190
|
"Smola, A.J."
|
|
5191
|
],
|
|
5192
|
"pages": null,
|
|
5193
|
"source": null,
|
|
5194
|
"volume": null,
|
|
5195
|
"year": "2001",
|
|
5196
|
"edition": null,
|
|
5197
|
"publisher": null,
|
|
5198
|
"location": null,
|
|
5199
|
"series": null,
|
|
5200
|
"issue": null,
|
|
5201
|
"url": null
|
|
5202
|
},
|
|
5203
|
"position": 123,
|
|
5204
|
"text": "[123] B. Sch¨olkopf and A.J. Smola. Learning with Kernels. MIT Press, 2001."
|
|
5205
|
},
|
|
5206
|
{
|
|
5207
|
"basicMetadata": {
|
|
5208
|
"title": "Bayesian inference and optimal design for the sparse linear model",
|
|
5209
|
"authors": [
|
|
5210
|
"Seeger, M.W."
|
|
5211
|
],
|
|
5212
|
"pages": {
|
|
5213
|
"start": "759",
|
|
5214
|
"end": "813"
|
|
5215
|
},
|
|
5216
|
"source": "Journal of Machine Learning Research",
|
|
5217
|
"volume": "9",
|
|
5218
|
"year": "2008",
|
|
5219
|
"edition": null,
|
|
5220
|
"publisher": null,
|
|
5221
|
"location": null,
|
|
5222
|
"series": null,
|
|
5223
|
"issue": null,
|
|
5224
|
"url": null
|
|
5225
|
},
|
|
5226
|
"position": 124,
|
|
5227
|
"text": "[124] M.W. Seeger. Bayesian inference and optimal design for the sparse linear model. Journal of Machine Learning Research, 9:759–813, 2008."
|
|
5228
|
},
|
|
5229
|
{
|
|
5230
|
"basicMetadata": {
|
|
5231
|
"title": "Stochastic methods for ℓ 1-regularized loss minimization",
|
|
5232
|
"authors": [
|
|
5233
|
"Shalev-Shwartz, S.",
|
|
5234
|
"Tewari, A."
|
|
5235
|
],
|
|
5236
|
"pages": null,
|
|
5237
|
"source": "In Proceedings of the International Conference on Machine Learning (ICML)",
|
|
5238
|
"volume": null,
|
|
5239
|
"year": "2009",
|
|
5240
|
"edition": null,
|
|
5241
|
"publisher": null,
|
|
5242
|
"location": null,
|
|
5243
|
"series": null,
|
|
5244
|
"issue": null,
|
|
5245
|
"url": null
|
|
5246
|
},
|
|
5247
|
"position": 125,
|
|
5248
|
"text": "[125] S. Shalev-Shwartz and A. Tewari. Stochastic methods for ℓ 1-regularized loss minimization. In Proceedings of the International Conference on Machine Learning (ICML), 2009."
|
|
5249
|
},
|
|
5250
|
{
|
|
5251
|
"basicMetadata": {
|
|
5252
|
"title": "Ruszczyn´ski",
|
|
5253
|
"authors": [
|
|
5254
|
"Shapiro, A.",
|
|
5255
|
"Dentcheva, D.",
|
|
5256
|
"A.P"
|
|
5257
|
],
|
|
5258
|
"pages": null,
|
|
5259
|
"source": "Lectures on stochastic pro- gramming: modeling and theory. Society for Industrial Mathematics",
|
|
5260
|
"volume": null,
|
|
5261
|
"year": "2009",
|
|
5262
|
"edition": null,
|
|
5263
|
"publisher": null,
|
|
5264
|
"location": null,
|
|
5265
|
"series": null,
|
|
5266
|
"issue": null,
|
|
5267
|
"url": null
|
|
5268
|
},
|
|
5269
|
"position": 126,
|
|
5270
|
"text": "[126] A. Shapiro, D. Dentcheva, and A.P. Ruszczyn´ski. Lectures on stochastic pro- gramming: modeling and theory. Society for Industrial Mathematics, 2009."
|
|
5271
|
},
|
|
5272
|
{
|
|
5273
|
"basicMetadata": {
|
|
5274
|
"title": "Kernel Methods for Pattern Analysis",
|
|
5275
|
"authors": [
|
|
5276
|
"Shawe-Taylor, J.",
|
|
5277
|
"Cristianini, N."
|
|
5278
|
],
|
|
5279
|
"pages": null,
|
|
5280
|
"source": null,
|
|
5281
|
"volume": null,
|
|
5282
|
"year": "2004",
|
|
5283
|
"edition": null,
|
|
5284
|
"publisher": "Cambridge University Press",
|
|
5285
|
"location": null,
|
|
5286
|
"series": null,
|
|
5287
|
"issue": null,
|
|
5288
|
"url": null
|
|
5289
|
},
|
|
5290
|
"position": 127,
|
|
5291
|
"text": "[127] J. Shawe-Taylor and N. Cristianini. Kernel Methods for Pattern Analysis. Cambridge University Press, 2004."
|
|
5292
|
},
|
|
5293
|
{
|
|
5294
|
"basicMetadata": {
|
|
5295
|
"title": "A simple and efficient algorithm for gene selection using sparse logistic regression",
|
|
5296
|
"authors": [
|
|
5297
|
"Shevade, S.K.",
|
|
5298
|
"Keerthi, S.S."
|
|
5299
|
],
|
|
5300
|
"pages": {
|
|
5301
|
"start": "2246",
|
|
5302
|
"end": "2246"
|
|
5303
|
},
|
|
5304
|
"source": "Bioinformatics",
|
|
5305
|
"volume": "19",
|
|
5306
|
"year": "2003",
|
|
5307
|
"edition": null,
|
|
5308
|
"publisher": null,
|
|
5309
|
"location": null,
|
|
5310
|
"series": null,
|
|
5311
|
"issue": "17",
|
|
5312
|
"url": null
|
|
5313
|
},
|
|
5314
|
"position": 128,
|
|
5315
|
"text": "[128] S.K. Shevade and S.S. Keerthi. A simple and efficient algorithm for gene selection using sparse logistic regression. Bioinformatics, 19(17):2246, 2003."
|
|
5316
|
},
|
|
5317
|
{
|
|
5318
|
"basicMetadata": {
|
|
5319
|
"title": "Large scale multiple kernel learning",
|
|
5320
|
"authors": [
|
|
5321
|
"Sonnenburg, S.",
|
|
5322
|
"Ra¨tsch, G.",
|
|
5323
|
"Sch, B."
|
|
5324
|
],
|
|
5325
|
"pages": {
|
|
5326
|
"start": "1531",
|
|
5327
|
"end": "1565"
|
|
5328
|
},
|
|
5329
|
"source": "Journal of Machine Learning Research",
|
|
5330
|
"volume": "7",
|
|
5331
|
"year": "2006",
|
|
5332
|
"edition": null,
|
|
5333
|
"publisher": null,
|
|
5334
|
"location": null,
|
|
5335
|
"series": null,
|
|
5336
|
"issue": null,
|
|
5337
|
"url": null
|
|
5338
|
},
|
|
5339
|
"position": 129,
|
|
5340
|
"text": "[129] S. Sonnenburg, G. Ra¨tsch, C. Sch¨afer, and B. Sch¨olkopf. Large scale multiple kernel learning. Journal of Machine Learning Research, 7:1531–1565, 2006."
|
|
5341
|
},
|
|
5342
|
{
|
|
5343
|
"basicMetadata": {
|
|
5344
|
"title": "and",
|
|
5345
|
"authors": [
|
|
5346
|
"Sprechmann, P.",
|
|
5347
|
"Ramirez, I.",
|
|
5348
|
"Sapiro, G.",
|
|
5349
|
"Eldar, Y.C."
|
|
5350
|
],
|
|
5351
|
"pages": {
|
|
5352
|
"start": "4183",
|
|
5353
|
"end": "4198"
|
|
5354
|
},
|
|
5355
|
"source": "IEEE Transactions on Signal Processing",
|
|
5356
|
"volume": "59",
|
|
5357
|
"year": "2011",
|
|
5358
|
"edition": null,
|
|
5359
|
"publisher": null,
|
|
5360
|
"location": null,
|
|
5361
|
"series": null,
|
|
5362
|
"issue": "9",
|
|
5363
|
"url": null
|
|
5364
|
},
|
|
5365
|
"position": 130,
|
|
5366
|
"text": "[130] P. Sprechmann, I. Ramirez, G. Sapiro, and Y.C. Eldar. C-HiLasso: A collabo- rative hierarchical sparse modeling framework. IEEE Transactions on Signal Processing, 59(9):4183–4198, 2011."
|
|
5367
|
},
|
|
5368
|
{
|
|
5369
|
"basicMetadata": {
|
|
5370
|
"title": "Maximum-margin matrix fac- torization",
|
|
5371
|
"authors": [
|
|
5372
|
"Srebro, N.",
|
|
5373
|
"Rennie, J.D.M.",
|
|
5374
|
"Jaakkola, T.S."
|
|
5375
|
],
|
|
5376
|
"pages": null,
|
|
5377
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
5378
|
"volume": null,
|
|
5379
|
"year": "2005",
|
|
5380
|
"edition": null,
|
|
5381
|
"publisher": null,
|
|
5382
|
"location": null,
|
|
5383
|
"series": null,
|
|
5384
|
"issue": null,
|
|
5385
|
"url": null
|
|
5386
|
},
|
|
5387
|
"position": 131,
|
|
5388
|
"text": "[131] N. Srebro, J.D.M. Rennie, and T.S. Jaakkola. Maximum-margin matrix fac- torization. In Advances in Neural Information Processing Systems (NIPS), 2005."
|
|
5389
|
},
|
|
5390
|
{
|
|
5391
|
"basicMetadata": {
|
|
5392
|
"title": "SpicyMKL: a fast algorithm for multiple kernel learning with thousands of kernels",
|
|
5393
|
"authors": [
|
|
5394
|
"Suzuki, T.",
|
|
5395
|
"Tomioka, R."
|
|
5396
|
],
|
|
5397
|
"pages": {
|
|
5398
|
"start": "77",
|
|
5399
|
"end": "108"
|
|
5400
|
},
|
|
5401
|
"source": "Machine Learning",
|
|
5402
|
"volume": "85",
|
|
5403
|
"year": "2011",
|
|
5404
|
"edition": null,
|
|
5405
|
"publisher": null,
|
|
5406
|
"location": null,
|
|
5407
|
"series": null,
|
|
5408
|
"issue": null,
|
|
5409
|
"url": null
|
|
5410
|
},
|
|
5411
|
"position": 132,
|
|
5412
|
"text": "[132] T. Suzuki and R. Tomioka. SpicyMKL: a fast algorithm for multiple kernel learning with thousands of kernels. Machine Learning, 85:77–108, 2011."
|
|
5413
|
},
|
|
5414
|
{
|
|
5415
|
"basicMetadata": {
|
|
5416
|
"title": "Hierarchical pe- nalization",
|
|
5417
|
"authors": [
|
|
5418
|
"Szafranski, M.",
|
|
5419
|
"Grandvalet, Y.",
|
|
5420
|
"Morizet-Mahoudeaux, P."
|
|
5421
|
],
|
|
5422
|
"pages": null,
|
|
5423
|
"source": "In Advances in Neural Information Processing Systems (NIPS)",
|
|
5424
|
"volume": null,
|
|
5425
|
"year": "2007",
|
|
5426
|
"edition": null,
|
|
5427
|
"publisher": null,
|
|
5428
|
"location": null,
|
|
5429
|
"series": null,
|
|
5430
|
"issue": null,
|
|
5431
|
"url": null
|
|
5432
|
},
|
|
5433
|
"position": 133,
|
|
5434
|
"text": "[133] M. Szafranski, Y. Grandvalet, and P. Morizet-Mahoudeaux. Hierarchical pe- nalization. In Advances in Neural Information Processing Systems (NIPS), 2007."
|
|
5435
|
},
|
|
5436
|
{
|
|
5437
|
"basicMetadata": {
|
|
5438
|
"title": "Regression shrinkage and selection via the Lasso",
|
|
5439
|
"authors": [
|
|
5440
|
"Tibshirani, R."
|
|
5441
|
],
|
|
5442
|
"pages": {
|
|
5443
|
"start": "267",
|
|
5444
|
"end": "288"
|
|
5445
|
},
|
|
5446
|
"source": "Journal of the Royal Statistical Society Series B",
|
|
5447
|
"volume": "58",
|
|
5448
|
"year": "1996",
|
|
5449
|
"edition": null,
|
|
5450
|
"publisher": null,
|
|
5451
|
"location": null,
|
|
5452
|
"series": null,
|
|
5453
|
"issue": "1",
|
|
5454
|
"url": null
|
|
5455
|
},
|
|
5456
|
"position": 134,
|
|
5457
|
"text": "[134] R. Tibshirani. Regression shrinkage and selection via the Lasso. Journal of the Royal Statistical Society Series B, 58(1):267–288, 1996."
|
|
5458
|
},
|
|
5459
|
{
|
|
5460
|
"basicMetadata": {
|
|
5461
|
"title": "Sparsity and smoothness via the fused Lasso",
|
|
5462
|
"authors": [
|
|
5463
|
"Tibshirani, R.",
|
|
5464
|
"Saunders, M.",
|
|
5465
|
"Rosset, S.",
|
|
5466
|
"Knight, K."
|
|
5467
|
],
|
|
5468
|
"pages": {
|
|
5469
|
"start": "91",
|
|
5470
|
"end": "108"
|
|
5471
|
},
|
|
5472
|
"source": "Journal of the Royal Statistical Society Series B",
|
|
5473
|
"volume": "67",
|
|
5474
|
"year": "2005",
|
|
5475
|
"edition": null,
|
|
5476
|
"publisher": null,
|
|
5477
|
"location": null,
|
|
5478
|
"series": null,
|
|
5479
|
"issue": "1",
|
|
5480
|
"url": null
|
|
5481
|
},
|
|
5482
|
"position": 135,
|
|
5483
|
"text": "[135] R. Tibshirani, M. Saunders, S. Rosset, J. Zhu, and K. Knight. Sparsity and smoothness via the fused Lasso. Journal of the Royal Statistical Society Series B, 67(1):91–108, 2005."
|
|
5484
|
},
|
|
5485
|
{
|
|
5486
|
"basicMetadata": {
|
|
5487
|
"title": "Augmented Lagrangian methods for learning, selecting and combining features",
|
|
5488
|
"authors": [
|
|
5489
|
"Tomioka, R.",
|
|
5490
|
"Suzuki, T.",
|
|
5491
|
"Sugiyama, M.",
|
|
5492
|
"Nowozin, S.",
|
|
5493
|
"S.J."
|
|
5494
|
],
|
|
5495
|
"pages": null,
|
|
5496
|
"source": "Optimization for Machine Learning",
|
|
5497
|
"volume": null,
|
|
5498
|
"year": "2011",
|
|
5499
|
"edition": null,
|
|
5500
|
"publisher": null,
|
|
5501
|
"location": null,
|
|
5502
|
"series": null,
|
|
5503
|
"issue": null,
|
|
5504
|
"url": null
|
|
5505
|
},
|
|
5506
|
"position": 136,
|
|
5507
|
"text": "[136] R. Tomioka, T. Suzuki, and M. Sugiyama. Augmented Lagrangian methods for learning, selecting and combining features. In S. Sra, S. Nowozin, and S.J. Wright, editors, Optimization for Machine Learning. MIT Press, 2011."
|
|
5508
|
},
|
|
5509
|
{
|
|
5510
|
"basicMetadata": {
|
|
5511
|
"title": "Greed is good: Algorithmic results for sparse approximation",
|
|
5512
|
"authors": [
|
|
5513
|
"Tropp, J.A."
|
|
5514
|
],
|
|
5515
|
"pages": {
|
|
5516
|
"start": "2231",
|
|
5517
|
"end": "2242"
|
|
5518
|
},
|
|
5519
|
"source": "IEEE Transactions on Signal Processing",
|
|
5520
|
"volume": "50",
|
|
5521
|
"year": "2004",
|
|
5522
|
"edition": null,
|
|
5523
|
"publisher": null,
|
|
5524
|
"location": null,
|
|
5525
|
"series": null,
|
|
5526
|
"issue": "10",
|
|
5527
|
"url": null
|
|
5528
|
},
|
|
5529
|
"position": 137,
|
|
5530
|
"text": "[137] J.A. Tropp. Greed is good: Algorithmic results for sparse approximation. IEEE Transactions on Signal Processing, 50(10):2231–2242, 2004."
|
|
5531
|
},
|
|
5532
|
{
|
|
5533
|
"basicMetadata": {
|
|
5534
|
"title": "Algorithms for simultaneous sparse approximation",
|
|
5535
|
"authors": [
|
|
5536
|
"Tropp, J.A.",
|
|
5537
|
"Gilbert, A.C.",
|
|
5538
|
"Strauss, M.J."
|
|
5539
|
],
|
|
5540
|
"pages": {
|
|
5541
|
"start": "572",
|
|
5542
|
"end": "588"
|
|
5543
|
},
|
|
5544
|
"source": "Signal Processing",
|
|
5545
|
"volume": "86",
|
|
5546
|
"year": "2006",
|
|
5547
|
"edition": null,
|
|
5548
|
"publisher": null,
|
|
5549
|
"location": null,
|
|
5550
|
"series": null,
|
|
5551
|
"issue": null,
|
|
5552
|
"url": null
|
|
5553
|
},
|
|
5554
|
"position": 138,
|
|
5555
|
"text": "[138] J.A. Tropp, A.C. Gilbert, and M.J. Strauss. Algorithms for simultaneous sparse approximation. part I: Greedy pursuit. Signal Processing, special issue ”sparse approximations in signal and image processing”, 86:572–588, 2006."
|
|
5556
|
},
|
|
5557
|
{
|
|
5558
|
"basicMetadata": {
|
|
5559
|
"title": "Applications of a splitting algorithm to decomposition in convex programming and variational inequalities",
|
|
5560
|
"authors": [
|
|
5561
|
"Tseng, P."
|
|
5562
|
],
|
|
5563
|
"pages": {
|
|
5564
|
"start": "119",
|
|
5565
|
"end": "119"
|
|
5566
|
},
|
|
5567
|
"source": "SIAM Journal on Control and Op- timization",
|
|
5568
|
"volume": "29",
|
|
5569
|
"year": "1991",
|
|
5570
|
"edition": null,
|
|
5571
|
"publisher": null,
|
|
5572
|
"location": null,
|
|
5573
|
"series": null,
|
|
5574
|
"issue": null,
|
|
5575
|
"url": null
|
|
5576
|
},
|
|
5577
|
"position": 139,
|
|
5578
|
"text": "[139] P. Tseng. Applications of a splitting algorithm to decomposition in convex programming and variational inequalities. SIAM Journal on Control and Op- timization, 29:119, 1991."
|
|
5579
|
},
|
|
5580
|
{
|
|
5581
|
"basicMetadata": {
|
|
5582
|
"title": "On accelerated proximal gradient methods for convex-concave op- timization",
|
|
5583
|
"authors": [
|
|
5584
|
"Tseng, P."
|
|
5585
|
],
|
|
5586
|
"pages": null,
|
|
5587
|
"source": "SIAM Journal on Optimization",
|
|
5588
|
"volume": null,
|
|
5589
|
"year": "2008",
|
|
5590
|
"edition": null,
|
|
5591
|
"publisher": null,
|
|
5592
|
"location": null,
|
|
5593
|
"series": null,
|
|
5594
|
"issue": null,
|
|
5595
|
"url": null
|
|
5596
|
},
|
|
5597
|
"position": 140,
|
|
5598
|
"text": "[140] P. Tseng. On accelerated proximal gradient methods for convex-concave op- timization. submitted to SIAM Journal on Optimization, 2008."
|
|
5599
|
},
|
|
5600
|
{
|
|
5601
|
"basicMetadata": {
|
|
5602
|
"title": "A coordinate gradient descent method for nonsmooth separable minimization",
|
|
5603
|
"authors": [
|
|
5604
|
"Tseng, P.",
|
|
5605
|
"Yun, S."
|
|
5606
|
],
|
|
5607
|
"pages": {
|
|
5608
|
"start": "387",
|
|
5609
|
"end": "423"
|
|
5610
|
},
|
|
5611
|
"source": "Mathematical Programming",
|
|
5612
|
"volume": "117",
|
|
5613
|
"year": "2009",
|
|
5614
|
"edition": null,
|
|
5615
|
"publisher": null,
|
|
5616
|
"location": null,
|
|
5617
|
"series": null,
|
|
5618
|
"issue": "1",
|
|
5619
|
"url": null
|
|
5620
|
},
|
|
5621
|
"position": 141,
|
|
5622
|
"text": "[141] P. Tseng and S. Yun. A coordinate gradient descent method for nonsmooth separable minimization. Mathematical Programming, 117(1):387–423, 2009."
|
|
5623
|
},
|
|
5624
|
{
|
|
5625
|
"basicMetadata": {
|
|
5626
|
"title": "Simultaneous variable selec- tion",
|
|
5627
|
"authors": [
|
|
5628
|
"Turlach, B.A.",
|
|
5629
|
"Venables, W.N.",
|
|
5630
|
"Wright, S.J."
|
|
5631
|
],
|
|
5632
|
"pages": {
|
|
5633
|
"start": "349",
|
|
5634
|
"end": "363"
|
|
5635
|
},
|
|
5636
|
"source": "Technometrics",
|
|
5637
|
"volume": "47",
|
|
5638
|
"year": "2005",
|
|
5639
|
"edition": null,
|
|
5640
|
"publisher": null,
|
|
5641
|
"location": null,
|
|
5642
|
"series": null,
|
|
5643
|
"issue": "3",
|
|
5644
|
"url": null
|
|
5645
|
},
|
|
5646
|
"position": 142,
|
|
5647
|
"text": "[142] B.A. Turlach, W.N. Venables, and S.J. Wright. Simultaneous variable selec- tion. Technometrics, 47(3):349–363, 2005."
|
|
5648
|
},
|
|
5649
|
{
|
|
5650
|
"basicMetadata": {
|
|
5651
|
"title": "Sparse structured dictionary learning for brain resting-state activity modeling",
|
|
5652
|
"authors": [
|
|
5653
|
"Varoquaux, G.",
|
|
5654
|
"Jenatton, R.",
|
|
5655
|
"Gramfort, A.",
|
|
5656
|
"Obozinski, G.",
|
|
5657
|
"Thirion, B.",
|
|
5658
|
"Bach, F."
|
|
5659
|
],
|
|
5660
|
"pages": null,
|
|
5661
|
"source": "In NIPS Workshop on Practical Applications of Sparse Modeling: Open Issues and New Directions",
|
|
5662
|
"volume": null,
|
|
5663
|
"year": "2010",
|
|
5664
|
"edition": null,
|
|
5665
|
"publisher": null,
|
|
5666
|
"location": null,
|
|
5667
|
"series": null,
|
|
5668
|
"issue": null,
|
|
5669
|
"url": null
|
|
5670
|
},
|
|
5671
|
"position": 143,
|
|
5672
|
"text": "[143] G. Varoquaux, R. Jenatton, A. Gramfort, G. Obozinski, B. Thirion, and F. Bach. Sparse structured dictionary learning for brain resting-state activity modeling. In NIPS Workshop on Practical Applications of Sparse Modeling: Open Issues and New Directions, 2010."
|
|
5673
|
},
|
|
5674
|
{
|
|
5675
|
"basicMetadata": {
|
|
5676
|
"title": "Fast detection of multiple change-points shared by many signals using group LARS",
|
|
5677
|
"authors": [
|
|
5678
|
"Vert, J.-P.",
|
|
5679
|
"Bleakley, K."
|
|
5680
|
],
|
|
5681
|
"pages": null,
|
|
5682
|
"source": "In Advances in Neural Information Pro- cessing Systems (NIPS)",
|
|
5683
|
"volume": null,
|
|
5684
|
"year": "2010",
|
|
5685
|
"edition": null,
|
|
5686
|
"publisher": null,
|
|
5687
|
"location": null,
|
|
5688
|
"series": null,
|
|
5689
|
"issue": null,
|
|
5690
|
"url": null
|
|
5691
|
},
|
|
5692
|
"position": 144,
|
|
5693
|
"text": "[144] J.-P. Vert and K. Bleakley. Fast detection of multiple change-points shared by many signals using group LARS. In Advances in Neural Information Pro- cessing Systems (NIPS), 2010."
|
|
5694
|
},
|
|
5695
|
{
|
|
5696
|
"basicMetadata": {
|
|
5697
|
"title": "Sharp thresholds for noisy and high-dimensional recovery of sparsity using ℓ 1-constrained quadratic programming",
|
|
5698
|
"authors": [
|
|
5699
|
"Wainwright, M.J."
|
|
5700
|
],
|
|
5701
|
"pages": {
|
|
5702
|
"start": "2183",
|
|
5703
|
"end": "2202"
|
|
5704
|
},
|
|
5705
|
"source": "IEEE Transactions on Information Theory",
|
|
5706
|
"volume": "55",
|
|
5707
|
"year": "2009",
|
|
5708
|
"edition": null,
|
|
5709
|
"publisher": null,
|
|
5710
|
"location": null,
|
|
5711
|
"series": null,
|
|
5712
|
"issue": "5",
|
|
5713
|
"url": null
|
|
5714
|
},
|
|
5715
|
"position": 145,
|
|
5716
|
"text": "[145] M.J. Wainwright. Sharp thresholds for noisy and high-dimensional recovery of sparsity using ℓ 1-constrained quadratic programming. IEEE Transactions on Information Theory, 55(5):2183–2202, 2009."
|
|
5717
|
},
|
|
5718
|
{
|
|
5719
|
"basicMetadata": {
|
|
5720
|
"title": null,
|
|
5721
|
"authors": [
|
|
5722
|
"Weisberg, S."
|
|
5723
|
],
|
|
5724
|
"pages": null,
|
|
5725
|
"source": null,
|
|
5726
|
"volume": null,
|
|
5727
|
"year": "1980",
|
|
5728
|
"edition": null,
|
|
5729
|
"publisher": null,
|
|
5730
|
"location": null,
|
|
5731
|
"series": null,
|
|
5732
|
"issue": null,
|
|
5733
|
"url": null
|
|
5734
|
},
|
|
5735
|
"position": 146,
|
|
5736
|
"text": "[146] S. Weisberg. Applied Linear Regression. Wiley, 1980."
|
|
5737
|
},
|
|
5738
|
{
|
|
5739
|
"basicMetadata": {
|
|
5740
|
"title": "A new view of automatic relevance determina- tion",
|
|
5741
|
"authors": [
|
|
5742
|
"Wipf, D.P.",
|
|
5743
|
"Nagarajan, S."
|
|
5744
|
],
|
|
5745
|
"pages": null,
|
|
5746
|
"source": "Advances in Neural Information Processing Systems (NIPS)",
|
|
5747
|
"volume": null,
|
|
5748
|
"year": "2008",
|
|
5749
|
"edition": null,
|
|
5750
|
"publisher": null,
|
|
5751
|
"location": null,
|
|
5752
|
"series": null,
|
|
5753
|
"issue": null,
|
|
5754
|
"url": null
|
|
5755
|
},
|
|
5756
|
"position": 147,
|
|
5757
|
"text": "[147] D.P. Wipf and S. Nagarajan. A new view of automatic relevance determina- tion. Advances in Neural Information Processing Systems (NIPS), 2008."
|
|
5758
|
},
|
|
5759
|
{
|
|
5760
|
"basicMetadata": {
|
|
5761
|
"title": "Sparse bayesian learning for basis selection",
|
|
5762
|
"authors": [
|
|
5763
|
"Wipf, D.P.",
|
|
5764
|
"Rao, B.D."
|
|
5765
|
],
|
|
5766
|
"pages": {
|
|
5767
|
"start": "2153",
|
|
5768
|
"end": "2164"
|
|
5769
|
},
|
|
5770
|
"source": null,
|
|
5771
|
"volume": "52",
|
|
5772
|
"year": "2004",
|
|
5773
|
"edition": null,
|
|
5774
|
"publisher": null,
|
|
5775
|
"location": null,
|
|
5776
|
"series": null,
|
|
5777
|
"issue": "8",
|
|
5778
|
"url": null
|
|
5779
|
},
|
|
5780
|
"position": 148,
|
|
5781
|
"text": "[148] D.P. Wipf and B.D. Rao. Sparse bayesian learning for basis selection. 52(8):2153–2164, 2004."
|
|
5782
|
},
|
|
5783
|
{
|
|
5784
|
"basicMetadata": {
|
|
5785
|
"title": "and",
|
|
5786
|
"authors": [
|
|
5787
|
"Wright, J.",
|
|
5788
|
"Yang, A.Y",
|
|
5789
|
"Ganesh, A.",
|
|
5790
|
"Sastry, S.S.",
|
|
5791
|
"Ma, Y."
|
|
5792
|
],
|
|
5793
|
"pages": {
|
|
5794
|
"start": "210",
|
|
5795
|
"end": "227"
|
|
5796
|
},
|
|
5797
|
"source": "IEEE Transactions on Pattern Analysis and Machine Intelligence",
|
|
5798
|
"volume": "31",
|
|
5799
|
"year": "2009",
|
|
5800
|
"edition": null,
|
|
5801
|
"publisher": null,
|
|
5802
|
"location": null,
|
|
5803
|
"series": null,
|
|
5804
|
"issue": "2",
|
|
5805
|
"url": null
|
|
5806
|
},
|
|
5807
|
"position": 149,
|
|
5808
|
"text": "[149] J. Wright, A.Y. Yang, A. Ganesh, S.S. Sastry, and Y. Ma. Robust face recog- nition via sparse representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(2):210–227, 2009."
|
|
5809
|
},
|
|
5810
|
{
|
|
5811
|
"basicMetadata": {
|
|
5812
|
"title": "Accelerated block-coordinate relaxation for regularized optimiza- tion",
|
|
5813
|
"authors": [
|
|
5814
|
"Wright, S.J."
|
|
5815
|
],
|
|
5816
|
"pages": null,
|
|
5817
|
"source": "Technical report, Technical report",
|
|
5818
|
"volume": null,
|
|
5819
|
"year": "2010",
|
|
5820
|
"edition": null,
|
|
5821
|
"publisher": null,
|
|
5822
|
"location": null,
|
|
5823
|
"series": null,
|
|
5824
|
"issue": null,
|
|
5825
|
"url": null
|
|
5826
|
},
|
|
5827
|
"position": 150,
|
|
5828
|
"text": "[150] S.J. Wright. Accelerated block-coordinate relaxation for regularized optimiza- tion. Technical report, Technical report, University of Wisconsin-Madison, 2010."
|
|
5829
|
},
|
|
5830
|
{
|
|
5831
|
"basicMetadata": {
|
|
5832
|
"title": "Sparse reconstruc- tion by separable approximation",
|
|
5833
|
"authors": [
|
|
5834
|
"Wright, S.J.",
|
|
5835
|
"Figueiredo, M.A.T."
|
|
5836
|
],
|
|
5837
|
"pages": {
|
|
5838
|
"start": "2479",
|
|
5839
|
"end": "2493"
|
|
5840
|
},
|
|
5841
|
"source": "IEEE Transactions on Signal Processing",
|
|
5842
|
"volume": "57",
|
|
5843
|
"year": "2009",
|
|
5844
|
"edition": null,
|
|
5845
|
"publisher": null,
|
|
5846
|
"location": null,
|
|
5847
|
"series": null,
|
|
5848
|
"issue": "7",
|
|
5849
|
"url": null
|
|
5850
|
},
|
|
5851
|
"position": 151,
|
|
5852
|
"text": "[151] S.J. Wright, R.D. Nowak, and M.A.T. Figueiredo. Sparse reconstruc- tion by separable approximation. IEEE Transactions on Signal Processing, 57(7):2479–2493, 2009."
|
|
5853
|
},
|
|
5854
|
{
|
|
5855
|
"basicMetadata": {
|
|
5856
|
"title": "Coordinate descent algorithms for lasso penalized regression",
|
|
5857
|
"authors": [
|
|
5858
|
"Wu, T.T.",
|
|
5859
|
"Lange, K."
|
|
5860
|
],
|
|
5861
|
"pages": {
|
|
5862
|
"start": "224",
|
|
5863
|
"end": "244"
|
|
5864
|
},
|
|
5865
|
"source": "Annals of Applied Statistics",
|
|
5866
|
"volume": "2",
|
|
5867
|
"year": "2008",
|
|
5868
|
"edition": null,
|
|
5869
|
"publisher": null,
|
|
5870
|
"location": null,
|
|
5871
|
"series": null,
|
|
5872
|
"issue": "1",
|
|
5873
|
"url": null
|
|
5874
|
},
|
|
5875
|
"position": 152,
|
|
5876
|
"text": "[152] T.T. Wu and K. Lange. Coordinate descent algorithms for lasso penalized regression. Annals of Applied Statistics, 2(1):224–244, 2008."
|
|
5877
|
},
|
|
5878
|
{
|
|
5879
|
"basicMetadata": {
|
|
5880
|
"title": "Dual averaging methods for regularized stochastic learning and online optimization",
|
|
5881
|
"authors": [
|
|
5882
|
"Xiao, L."
|
|
5883
|
],
|
|
5884
|
"pages": {
|
|
5885
|
"start": "2543",
|
|
5886
|
"end": "2596"
|
|
5887
|
},
|
|
5888
|
"source": "Journal of Machine Learning Research",
|
|
5889
|
"volume": "9",
|
|
5890
|
"year": "2010",
|
|
5891
|
"edition": null,
|
|
5892
|
"publisher": null,
|
|
5893
|
"location": null,
|
|
5894
|
"series": null,
|
|
5895
|
"issue": null,
|
|
5896
|
"url": null
|
|
5897
|
},
|
|
5898
|
"position": 153,
|
|
5899
|
"text": "[153] L. Xiao. Dual averaging methods for regularized stochastic learning and online optimization. Journal of Machine Learning Research, 9:2543–2596, 2010."
|
|
5900
|
},
|
|
5901
|
{
|
|
5902
|
"basicMetadata": {
|
|
5903
|
"title": "Robust PCA via outlier pursuit",
|
|
5904
|
"authors": [
|
|
5905
|
"Xu, H.",
|
|
5906
|
"Caramanis, C.",
|
|
5907
|
"Sanghavi, S."
|
|
5908
|
],
|
|
5909
|
"pages": null,
|
|
5910
|
"source": "preprint arXiv:1010",
|
|
5911
|
"volume": null,
|
|
5912
|
"year": "2010",
|
|
5913
|
"edition": null,
|
|
5914
|
"publisher": null,
|
|
5915
|
"location": null,
|
|
5916
|
"series": null,
|
|
5917
|
"issue": null,
|
|
5918
|
"url": null
|
|
5919
|
},
|
|
5920
|
"position": 154,
|
|
5921
|
"text": "[154] H. Xu, C. Caramanis, and S. Sanghavi. Robust PCA via outlier pursuit. preprint arXiv:1010.4237, 2010."
|
|
5922
|
},
|
|
5923
|
{
|
|
5924
|
"basicMetadata": {
|
|
5925
|
"title": "A comparison of opti- mization methods for large-scale l1-regularized linear classification",
|
|
5926
|
"authors": [
|
|
5927
|
"Yuan, G.X.",
|
|
5928
|
"Chang, K.W.",
|
|
5929
|
"Hsieh, C.J.",
|
|
5930
|
"Lin, C.J."
|
|
5931
|
],
|
|
5932
|
"pages": null,
|
|
5933
|
"source": "Technical report",
|
|
5934
|
"volume": null,
|
|
5935
|
"year": "2010",
|
|
5936
|
"edition": null,
|
|
5937
|
"publisher": null,
|
|
5938
|
"location": null,
|
|
5939
|
"series": null,
|
|
5940
|
"issue": null,
|
|
5941
|
"url": null
|
|
5942
|
},
|
|
5943
|
"position": 155,
|
|
5944
|
"text": "[155] G.X. Yuan, K.W. Chang, C.J. Hsieh, and C.J. Lin. A comparison of opti- mization methods for large-scale l1-regularized linear classification. Technical report, Department of Computer Science, National University of Taiwan, 2010."
|
|
5945
|
},
|
|
5946
|
{
|
|
5947
|
"basicMetadata": {
|
|
5948
|
"title": "Model selection and estimation in regression with grouped variables",
|
|
5949
|
"authors": [
|
|
5950
|
"Yuan, M.",
|
|
5951
|
"Lin, Y."
|
|
5952
|
],
|
|
5953
|
"pages": {
|
|
5954
|
"start": "49",
|
|
5955
|
"end": "67"
|
|
5956
|
},
|
|
5957
|
"source": "Journal of the Royal Statistical Society Series B",
|
|
5958
|
"volume": "68",
|
|
5959
|
"year": "2006",
|
|
5960
|
"edition": null,
|
|
5961
|
"publisher": null,
|
|
5962
|
"location": null,
|
|
5963
|
"series": null,
|
|
5964
|
"issue": null,
|
|
5965
|
"url": null
|
|
5966
|
},
|
|
5967
|
"position": 156,
|
|
5968
|
"text": "[156] M. Yuan and Y. Lin. Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society Series B, 68:49–67, 2006."
|
|
5969
|
},
|
|
5970
|
{
|
|
5971
|
"basicMetadata": {
|
|
5972
|
"title": "The composite absolute penalties family for grouped and hierarchical variable selection",
|
|
5973
|
"authors": [
|
|
5974
|
"Zhao, P.",
|
|
5975
|
"Rocha, G.",
|
|
5976
|
"Yu, B."
|
|
5977
|
],
|
|
5978
|
"pages": {
|
|
5979
|
"start": "3468",
|
|
5980
|
"end": "3497"
|
|
5981
|
},
|
|
5982
|
"source": "Annals of Statistics",
|
|
5983
|
"volume": "37",
|
|
5984
|
"year": "2009",
|
|
5985
|
"edition": null,
|
|
5986
|
"publisher": null,
|
|
5987
|
"location": null,
|
|
5988
|
"series": null,
|
|
5989
|
"issue": "6A",
|
|
5990
|
"url": null
|
|
5991
|
},
|
|
5992
|
"position": 157,
|
|
5993
|
"text": "[157] P. Zhao, G. Rocha, and B. Yu. The composite absolute penalties family for grouped and hierarchical variable selection. Annals of Statistics, 37(6A):3468– 3497, 2009."
|
|
5994
|
},
|
|
5995
|
{
|
|
5996
|
"basicMetadata": {
|
|
5997
|
"title": "On model selection consistency of Lasso",
|
|
5998
|
"authors": [
|
|
5999
|
"Zhao, P.",
|
|
6000
|
"Yu, B."
|
|
6001
|
],
|
|
6002
|
"pages": {
|
|
6003
|
"start": "2541",
|
|
6004
|
"end": "2563"
|
|
6005
|
},
|
|
6006
|
"source": "Journal of Machine Learning Research",
|
|
6007
|
"volume": "7",
|
|
6008
|
"year": "2006",
|
|
6009
|
"edition": null,
|
|
6010
|
"publisher": null,
|
|
6011
|
"location": null,
|
|
6012
|
"series": null,
|
|
6013
|
"issue": null,
|
|
6014
|
"url": null
|
|
6015
|
},
|
|
6016
|
"position": 158,
|
|
6017
|
"text": "[158] P. Zhao and B. Yu. On model selection consistency of Lasso. Journal of Machine Learning Research, 7:2541–2563, 2006."
|
|
6018
|
},
|
|
6019
|
{
|
|
6020
|
"basicMetadata": {
|
|
6021
|
"title": "Regularization and variable selection via the elastic net",
|
|
6022
|
"authors": [
|
|
6023
|
"Zou, H.",
|
|
6024
|
"Hastie, T."
|
|
6025
|
],
|
|
6026
|
"pages": {
|
|
6027
|
"start": "301",
|
|
6028
|
"end": "320"
|
|
6029
|
},
|
|
6030
|
"source": "Journal of the Royal Statistical Society Series B",
|
|
6031
|
"volume": "67",
|
|
6032
|
"year": "2005",
|
|
6033
|
"edition": null,
|
|
6034
|
"publisher": null,
|
|
6035
|
"location": null,
|
|
6036
|
"series": null,
|
|
6037
|
"issue": "2",
|
|
6038
|
"url": null
|
|
6039
|
},
|
|
6040
|
"position": 159,
|
|
6041
|
"text": "[159] H. Zou and T. Hastie. Regularization and variable selection via the elastic net. Journal of the Royal Statistical Society Series B, 67(2):301–320, 2005."
|
|
6042
|
}
|
|
6043
|
],
|
|
6044
|
"authors": [
|
|
6045
|
{
|
|
6046
|
"authorFullName": "Francis Bach",
|
|
6047
|
"affiliationPositions": [
|
|
6048
|
0
|
|
6049
|
]
|
|
6050
|
},
|
|
6051
|
{
|
|
6052
|
"authorFullName": "Rodolphe Jenatton",
|
|
6053
|
"affiliationPositions": [
|
|
6054
|
1
|
|
6055
|
]
|
|
6056
|
},
|
|
6057
|
{
|
|
6058
|
"authorFullName": "Julien Mairal",
|
|
6059
|
"affiliationPositions": [
|
|
6060
|
2
|
|
6061
|
]
|
|
6062
|
},
|
|
6063
|
{
|
|
6064
|
"authorFullName": "Guillaume Obozinski",
|
|
6065
|
"affiliationPositions": [
|
|
6066
|
1
|
|
6067
|
]
|
|
6068
|
}
|
|
6069
|
],
|
|
6070
|
"affiliations": [
|
|
6071
|
{
|
|
6072
|
"organization": "Laboratoire d\u0027Informatique de l\u0027Ecole Normale Sup´erieure",
|
|
6073
|
"country": " Paris",
|
|
6074
|
"rawText": "INRIA - SIERRA Project-Team, Laboratoire d\u0027Informatique de l\u0027Ecole Normale Sup´erieure, 23, avenue d\u0027Italie, Paris, 75013, France, fran-"
|
|
6075
|
},
|
|
6076
|
{
|
|
6077
|
"organization": null,
|
|
6078
|
"country": null,
|
|
6079
|
"rawText": "INRIA - SIERRA Project-Team"
|
|
6080
|
},
|
|
6081
|
{
|
|
6082
|
"organization": "Department of Statistics, University of California",
|
|
6083
|
"country": " Berkeley, CA 94720- 1776, USA",
|
|
6084
|
"rawText": "Department of Statistics, University of California, Berkeley, CA 94720- 1776, USA"
|
|
6085
|
}
|
|
6086
|
],
|
|
6087
|
"volume": null,
|
|
6088
|
"issue": null,
|
|
6089
|
"pages": null
|
|
6090
|
}
|
|
6091
|
|