-
1
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
Michael Jordan, editor
-
S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein. Distributed optimization and statistical learning via the alternating direction method of multipliers. In Michael Jordan, editor, Foundations and Trends in Machine Learning, 2010.
-
(2010)
Foundations and Trends in Machine Learning
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
Eckstein, J.5
-
6
-
-
80052874540
-
A closed form solution to robust subspace estimation and clustering
-
P. Favaro, R. Vidal, and A. Ravichandran. A closed form solution to robust subspace estimation and clustering. In CVPR, 2011.
-
(2011)
CVPR
-
-
Favaro, P.1
Vidal, R.2
Ravichandran, A.3
-
7
-
-
85162453010
-
Alternating direction method with Gaussian back substitution for separable convex programming
-
B. He, M. Tao, and X. Yuan. Alternating direction method with Gaussian back substitution for separable convex programming. SIAM Journal on Optimization, accepted.
-
SIAM Journal on Optimization, Accepted
-
-
He, B.1
Tao, M.2
Yuan, X.3
-
8
-
-
0034239566
-
Alternating direction method with self-adaptive penalty parameters for monotone variational inequality
-
B. He, H. Yang, and S. Wang. Alternating direction method with self-adaptive penalty parameters for monotone variational inequality. J. Optimization Theory and Applications, 106:337-356, 2000.
-
(2000)
J. Optimization Theory and Applications
, vol.106
, pp. 337-356
-
-
He, B.1
Yang, H.2
Wang, S.3
-
11
-
-
77955690054
-
The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices
-
arXiv:1009.5055
-
Z. Lin, M. Chen, and Y. Ma. The augmented Lagrange multiplier method for exact recovery of corrupted low-rank matrices. UIUC Technical Report UILU-ENG-09-2215, 2009, arXiv:1009.5055.
-
(2009)
UIUC Technical Report UILU-ENG-09-2215
-
-
Lin, Z.1
Chen, M.2
Ma, Y.3
-
12
-
-
77956529193
-
Robust subspace segmentation by low-rank representation
-
G. Liu, Z. Lin, and Y. Yu. Robust subspace segmentation by low-rank representation. In ICML, 2010.
-
(2010)
ICML
-
-
Liu, G.1
Lin, Z.2
Yu, Y.3
-
14
-
-
79951739650
-
Robust low-rank subspace segmentation with semidefinite guarantees
-
Y. Ni, J. Sun, X. Yuan, S. Yan, and L. Cheong. Robust low-rank subspace segmentation with semidefinite guarantees. In ICDM Workshop, 2010.
-
(2010)
ICDM Workshop
-
-
Ni, Y.1
Sun, J.2
Yuan, X.3
Yan, S.4
Cheong, L.5
-
15
-
-
79957510064
-
Recovering low-rank and sparse components of matrices from incomplete and noisy observations
-
M. Tao and X.M. Yuan. Recovering low-rank and sparse components of matrices from incomplete and noisy observations. SIAM Journal on Optimization, 21(1):57-81, 2011.
-
(2011)
SIAM Journal on Optimization
, vol.21
, Issue.1
, pp. 57-81
-
-
Tao, M.1
Yuan, X.M.2
-
16
-
-
78049448383
-
An accelerated proximal gradient algorithm for nuclear norm regularized least sequares problems
-
K. Toh and S. Yun. An accelerated proximal gradient algorithm for nuclear norm regularized least sequares problems. Pacific J. Optimization, 6:615-640, 2010.
-
(2010)
Pacific J. Optimization
, vol.6
, pp. 615-640
-
-
Toh, K.1
Yun, S.2
-
17
-
-
34948881815
-
A benchmark for the comparison of 3D montion segmentation algorithms
-
R. Tron and R. Vidal. A benchmark for the comparison of 3D montion segmentation algorithms. In CVPR, 2007.
-
(2007)
CVPR
-
-
Tron, R.1
Vidal, R.2
-
18
-
-
84863367863
-
Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization
-
J. Wright, A. Ganesh, S. Rao, and Y. Ma. Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization. In NIPS, 2009.
-
(2009)
NIPS
-
-
Wright, J.1
Ganesh, A.2
Rao, S.3
Ma, Y.4
-
19
-
-
77952717202
-
Sparse representation for computer vision and pattern recognition
-
J. Wright, Y. Ma, J. Mairal, G. Sapirao, T. Huang, and S. Yan. Sparse representation for computer vision and pattern recognition. Proceedings of the IEEE, 2010.
-
(2010)
Proceedings of the IEEE
-
-
Wright, J.1
Ma, Y.2
Mairal, J.3
Sapirao, G.4
Huang, T.5
Yan, S.6
-
22
-
-
78651547900
-
Analysis and generalizations of the linearized Bregman method
-
W. Yin. Analysis and generalizations of the linearized Bregman method. SIAM Journal on Imaging Sciences, 2010.
-
(2010)
SIAM Journal on Imaging Sciences
-
-
Yin, W.1
|