-
1
-
-
53849092516
-
Simultaneous analysis of lasso and dantzig selector
-
P. Bickel, Y. Ritov, and A. Tsybakov, "Simultaneous analysis of lasso and dantzig selector," Annals of Statistics, vol. 3, pp. 38-60, 2009.
-
(2009)
Annals of Statistics
, vol.3
, pp. 38-60
-
-
Bickel, P.1
Ritov, Y.2
Tsybakov, A.3
-
2
-
-
33645712892
-
Compressed sensing
-
April
-
D. Donoho, "Compressed sensing," IEEE Trans. Info. Theory, vol. 52, no. 4, pp. 1289-1306, April 2006.
-
(2006)
IEEE Trans. Info. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
3
-
-
29144439194
-
Decoding by linear programming
-
December
-
E. Candes and T. Tao, "Decoding by linear programming," IEEE Trans. Info Theory, vol. 51, no. 12, pp. 4203-4215, December 2005.
-
(2005)
IEEE Trans. Info Theory
, vol.51
, Issue.12
, pp. 4203-4215
-
-
Candes, E.1
Tao, T.2
-
5
-
-
26944489846
-
Maximum-margin matrix factorization
-
Vancouver, Canada, December
-
N. Srebro, J. Rennie, and T. S. Jaakkola, "Maximum-margin matrix factorization," in NIPS, Vancouver, Canada, December 2004.
-
(2004)
NIPS
-
-
Srebro, N.1
Rennie, J.2
Jaakkola, T.S.3
-
6
-
-
34547990286
-
-
Tech. Rep. September
-
J. Abernethy, F. Bach, T. Evgeniou, and J. Stein, "Low-rank matrix factorization with attributes," Tech. Rep., September 2006.
-
(2006)
Low-rank Matrix Factorization with Attributes
-
-
Abernethy, J.1
Bach, F.2
Evgeniou, T.3
Stein, J.4
-
7
-
-
46249124832
-
Consistency of trace norm minimization
-
June
-
F. Bach, "Consistency of trace norm minimization," Journal of Machine Learning Research, vol. 9, pp. 1019-1048, June 2008.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1019-1048
-
-
Bach, F.1
-
9
-
-
64549083840
-
Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
-
B. Recht, M. Fazel, and P. A. Parrilo, "Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization," SIAM Review, 2007.
-
(2007)
SIAM Review
-
-
Recht, B.1
Fazel, M.2
Parrilo, P.A.3
-
10
-
-
77955698795
-
Exact matrix completion via convex optimization
-
vol. abs/0805.4471
-
E. J. Candès and B. Recht, "Exact matrix completion via convex optimization," CoRR, vol. abs/0805.4471, 2008.
-
(2008)
CoRR
-
-
Candès, E.J.1
Recht, B.2
-
11
-
-
77955669878
-
Spectral regularization algorithms for learning large incomplete matrices
-
July
-
R. Mazumber, T. Hastie, and R. Tibshirani, "Spectral regularization algorithms for learning large incomplete matrices," Stanford, Tech. Rep., July 2009.
-
(2009)
Stanford, Tech. Rep.
-
-
Mazumber, R.1
Hastie, T.2
Tibshirani, R.3
-
12
-
-
84858717588
-
A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers
-
December
-
S. Negahban, P. Ravikumar, M. J. Wainwright, and B. Yu, "A unified framework for high-dimensional analysis of M-estimators with decomposable regularizers," in NIPS, December 2009.
-
(2009)
NIPS
-
-
Negahban, S.1
Ravikumar, P.2
Wainwright, M.J.3
Yu, B.4
-
16
-
-
71149103464
-
An accelerated gradient method for trace norm minimization
-
S. Ji and J. Ye, "An accelerated gradient method for trace norm minimization," in ICML, 2009.
-
(2009)
ICML
-
-
Ji, S.1
Ye, J.2
|