-
1
-
-
26244461684
-
Clustering with bregman divergences
-
Banerjee, A., Merugu, S., Dhillon, I. S., and Ghosh, J. Clustering with bregman divergences. JMLR, 6:1705-1749, 2005.
-
(2005)
JMLR
, vol.6
, pp. 1705-1749
-
-
Banerjee, A.1
Merugu, S.2
Dhillon, I.S.3
Ghosh, J.4
-
5
-
-
79960675858
-
Robust principal component analysis?
-
Candes, E. J., Li, X., Ma, Y., and Wright, J. Robust principal component analysis? Journal of the ACM (JACM), 58(3):11, 2011.
-
(2011)
Journal of the ACM (JACM)
, vol.58
, Issue.3
, pp. 11
-
-
Candes, E.J.1
Li, X.2
Ma, Y.3
Wright, J.4
-
6
-
-
0042420026
-
A generalization of principal components analysis to the exponential family
-
Collins, M., Dasgupta, S., and Schapire, R. E. A generalization of principal components analysis to the exponential family. In NIPS, pp. 617-624, 2001.
-
(2001)
NIPS
, pp. 617-624
-
-
Collins, M.1
Dasgupta, S.2
Schapire, R.E.3
-
7
-
-
84890340871
-
-
arXiv preprint arXiv: 1209.3672
-
Davenport, M. A., Plan, Y., Berg, E., and Wootters, M. 1-bit matrix completion. arXiv preprint arXiv: 1209.3672, 2012.
-
(2012)
1-bit Matrix Completion
-
-
Davenport, M.A.1
Plan, Y.2
Berg, E.3
Wootters, M.4
-
8
-
-
0034853839
-
A rank minimization heuristic with application to minimum order system approximation
-
Fazel, M., Hindi, H, and Boyd, S. P. A rank minimization heuristic with application to minimum order system approximation. In American Control Conference, pp. 4734-1739, 2001.
-
(2001)
American Control Conference
, pp. 4734-1739
-
-
Fazel, M.1
Hindi, H.2
Boyd, S.P.3
-
10
-
-
85156270999
-
Generalized " 2 linear" 2 models
-
Gordon, G. J. Generalized" 2 linear" 2 models. In NIPS, pp. 577-584, 2002.
-
(2002)
NIPS
, pp. 577-584
-
-
Gordon, G.J.1
-
11
-
-
84879826396
-
Low-rank matrix completion using alternating minimization
-
Jain, P., Netrapalli, P., and Sanghavi, S. Low-rank matrix completion using alternating minimization. In STOC, 2013.
-
(2013)
STOC
-
-
Jain, P.1
Netrapalli, P.2
Sanghavi, S.3
-
12
-
-
84861312320
-
Learning exponential families in high-dimensions: Strong convexity and sparsity
-
Kakade, S. M., Shamir, O., Sridharan, K., and Tewari, A. Learning exponential families in high-dimensions: Strong convexity and sparsity. In AISTATS, JMLR Workshop and Conference Proceedings, pp. 381-388, 2010.
-
(2010)
AISTATS, JMLR Workshop and Conference Proceedings
, pp. 381-388
-
-
Kakade, S.M.1
Shamir, O.2
Sridharan, K.3
Tewari, A.4
-
17
-
-
48349135120
-
Probabilistic matrix factorization
-
Mnih, A. and Salakhutdinov, R. Probabilistic matrix factorization. In MPS, pp. 1257-1264, 2007.
-
(2007)
MPS
, pp. 1257-1264
-
-
Mnih, A.1
Salakhutdinov, R.2
-
18
-
-
77649237283
-
Bayesian exponential family pea
-
Mohamed, S., Ghahramani, Z., and Heller, K. A. Bayesian exponential family pea. In MPS, pp. 1089-1096, 2008.
-
(2008)
MPS
, pp. 1089-1096
-
-
Mohamed, S.1
Ghahramani, Z.2
Heller, K.A.3
-
19
-
-
84919790080
-
-
PhD thesis, EECS Department, University of California, Berkeley, May
-
Negahban, S. Structured Estimation in High-Dimensions. PhD thesis, EECS Department, University of California, Berkeley, May 2012.
-
(2012)
Structured Estimation in High-Dimensions
-
-
Negahban, S.1
-
20
-
-
84858759153
-
Joint support recovery under high-dimensional scaling: Benefits and perils of 11,-regularization
-
Negahban, S. and Wainwright, M. J. Joint support recovery under high-dimensional scaling: Benefits and perils of 11,-regularization. MPS, 21:1161-1168, 2008.
-
(2008)
MPS
, vol.21
, pp. 1161-1168
-
-
Negahban, S.1
Wainwright, M.J.2
-
21
-
-
84862020232
-
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise
-
98888
-
Negahban, S. and Wainwright, M. J. Restricted strong convexity and weighted matrix completion: Optimal bounds with noise. The Journal of Machine Learning Research, 98888:1665-1697,2012.
-
(2012)
The Journal of Machine Learning Research
, pp. 1665-1697
-
-
Negahban, S.1
Wainwright, M.J.2
-
22
-
-
79551607002
-
Support union recovery in high-dimensional multivariate regression
-
Obozinski, G., Wainwright, M. J., and Jordan, M. I. Support union recovery in high-dimensional multivariate regression. The Annals of Statistics, 39(1): 1-47, 2011.
-
(2011)
The Annals of Statistics
, vol.39
, Issue.1
, pp. 1-47
-
-
Obozinski, G.1
Wainwright, M.J.2
Jordan, M.I.3
-
23
-
-
84856009825
-
A simpler approach to matrix completion
-
Recht, B. A simpler approach to matrix completion. JMLR, 12:3413-3430, 2011.
-
(2011)
JMLR
, vol.12
, pp. 3413-3430
-
-
Recht, B.1
-
24
-
-
56449131205
-
Bayesian probabilistic matrix factorization using markov chain monte carlo
-
ACM
-
Salakhutdinov, R. and Mnih, A. Bayesian probabilistic matrix factorization using markov chain monte carlo. In ICML, pp. 880-887. ACM, 2008.
-
(2008)
ICML
, pp. 880-887
-
-
Salakhutdinov, R.1
Mnih, A.2
-
25
-
-
26944489846
-
Maximum-margin matrix factorization
-
Srebro, N., Rennie, J., and Jaakkola, T. S. Maximum-margin matrix factorization. In MPS, pp. 1329-1336, 2004.
-
(2004)
MPS
, pp. 1329-1336
-
-
Srebro, N.1
Rennie, J.2
Jaakkola, T.S.3
-
28
-
-
84899019085
-
Dirty statistical models
-
Yang, E. and Ravikumar, P. Dirty statistical models. In MPS, 2013.
-
(2013)
MPS
-
-
Yang, E.1
Ravikumar, P.2
-
29
-
-
84919802996
-
Graphical models via generalized linear models
-
Yang, E., Allen, G., Liu, Z., and Ravikumar, P. Graphical models via generalized linear models. In MPS, 2012.
-
(2012)
MPS
-
-
Yang, E.1
Allen, G.2
Liu, Z.3
Ravikumar, P.4
-
30
-
-
84898977161
-
Conditional random fields via univariate exponential families
-
Yang, E., Ravikumar, P., Allen, G. I., and Liu, Z. Conditional random fields via univariate exponential families. In Advances in Neural Information Processing Systems, pp. 683-691,2013.
-
(2013)
Advances in Neural Information Processing Systems
, pp. 683-691
-
-
Yang, E.1
Ravikumar, P.2
Allen, G.I.3
Liu, Z.4
-
31
-
-
0036495139
-
Strong converse for identification via quantum channels
-
Ahlswede, R. and Winter, A. Strong converse for identification via quantum channels. IEEE Transactions on Information Theory, 48 (3): 569-579, 2002.
-
(2002)
IEEE Transactions on Information Theory
, vol.48
, Issue.3
, pp. 569-579
-
-
Ahlswede, R.1
Winter, A.2
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