-
4
-
-
80051762104
-
Distributed optimization and statistical learning via the alternating direction method of multipliers
-
Stephen Boyd, Neal Parikh, Eric Chu, Borja Peleato, and Jonathan Eckstein. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends® in Machine Learning, 3(1):1-122, 2011.
-
(2011)
Foundations and Trends® in Machine Learning
, vol.3
, Issue.1
, pp. 1-122
-
-
Boyd, S.1
Parikh, N.2
Chu, E.3
Peleato, B.4
Eckstein, J.5
-
8
-
-
84885351314
-
Fast alternating direction optimization methods
-
Tom Goldstein, Brendan O'Donoghue, and Simon Setzer. Fast alternating direction optimization methods. CAM report, pages 12-35, 2012.
-
(2012)
CAM Report
, pp. 12-35
-
-
Goldstein, T.1
O'Donoghue, B.2
Setzer, S.3
-
12
-
-
84903737038
-
Robust manifold nonnegative matrix factorization
-
Jin Huang, Feiping Nie, Heng Huang, and Chris Ding. Robust manifold nonnegative matrix factorization. ACM Transactions on Knowledge Discovery from Data (TKDD), 8(3): 11,2014.
-
(2014)
ACM Transactions on Knowledge Discovery from Data (TKDD)
, vol.8
, Issue.3
, pp. 11
-
-
Huang, J.1
Nie, F.2
Huang, H.3
Ding, C.4
-
14
-
-
85099325734
-
Irrelevant features and the subset selection problem
-
George H John, Ron Kohavi, Karl Pfleger, et al. Irrelevant features and the subset selection problem. In ICML, volume 94, pages 121-129, 1994.
-
(1994)
ICML
, vol.94
, pp. 121-129
-
-
John, G.H.1
Kohavi, R.2
Pfleger, K.3
-
15
-
-
84868284545
-
Unsupervised feature selection using nonnegative spectral analysis
-
Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, and Hanqing Lu. Unsupervised feature selection using nonnegative spectral analysis. In Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada., 2012.
-
(2012)
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada
-
-
Li, Z.1
Yang, Y.2
Liu, J.3
Zhou, X.4
Lu, H.5
-
17
-
-
80053145416
-
Multi-task feature learning via efficient 1 2, 1-norm minimization
-
AUAI Press
-
Jun Liu, Shuiwang Ji, and Jieping Ye. Multi-task feature learning via efficient 1 2, 1-norm minimization. In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, pages 339-348. AUAI Press, 2009.
-
(2009)
Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
, pp. 339-348
-
-
Liu, J.1
Ji, S.2
Ye, J.3
-
19
-
-
57749182885
-
Trace ratio criterion for feature selection
-
Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, and Shuicheng Yan. Trace ratio criterion for feature selection. In AAAI, volume 2, pages 671-676, 2008.
-
(2008)
AAAI
, vol.2
, pp. 671-676
-
-
Nie, F.1
Xiang, S.2
Jia, Y.3
Zhang, C.4
Yan, S.5
-
20
-
-
85135939782
-
Efficient and robust feature selection via joint ?2, 1-norms minimization
-
Feiping Nie, Heng Huang, Xiao Cai, and Chris H Ding. Efficient and robust feature selection via joint ?2, 1-norms minimization. In Advances in Neural Information Processing Systems, pages 1813-1821, 2010.
-
(2010)
Advances in Neural Information Processing Systems
, pp. 1813-1821
-
-
Nie, F.1
Huang, H.2
Cai, X.3
Ding, C.H.4
-
22
-
-
0000988974
-
A generalized solution of the orthogonal procrustes problem
-
Peter H Schönemann. A generalized solution of the orthogonal procrustes problem. Psychometrika, 31(1): 1-10, 1966.
-
(1966)
Psychometrika
, vol.31
, Issue.1
, pp. 1-10
-
-
Schönemann, P.H.1
-
23
-
-
19044391072
-
Gene expression correlates of clinical prostate cancer behavior
-
Dinesh Singh, Phillip G Febbo, Kenneth Ross, Donald G Jackson, Judith Manola, Christine Ladd, Pablo Tamayo, Andrew A Renshaw, Anthony V D'Amico, Jerome P Richie, et al. Gene expression correlates of clinical prostate cancer behavior. Cancer cell, 1(2):203-209, 2002.
-
(2002)
Cancer Cell
, vol.1
, Issue.2
, pp. 203-209
-
-
Singh, D.1
Febbo, P.G.2
Ross, K.3
Jackson, D.G.4
Manola, J.5
Ladd, C.6
Tamayo, P.7
Renshaw, A.A.8
D'Amico, A.V.9
Richie, J.P.10
-
24
-
-
84880191846
-
Feature selection with linked data in social media
-
Jiliang Tang and Huan Liu. Feature selection with linked data in social media. In Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012., pages 118-128, 2012.
-
(2012)
Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012
, pp. 118-128
-
-
Tang, J.1
Liu, H.2
-
27
-
-
34548583274
-
A tutorial on spectral clustering
-
Ulrike Von Luxburg. A tutorial on spectral clustering. Statis tics and computing, 17(4):395-416, 2007.
-
(2007)
Statis Tics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
Von Luxburg, U.1
-
28
-
-
27844550205
-
Feature selection for unsupervised and supervised inference: The emergence of sparsity in a weight-based approach
-
Lior Wolf and Amnon Shashua. Feature selection for unsupervised and supervised inference: The emergence of sparsity in a weight-based approach. The Journal of Machine Learning Research, 6:1855-1887, 2005.
-
(2005)
The Journal of Machine Learning Research
, vol.6
, pp. 1855-1887
-
-
Wolf, L.1
Shashua, A.2
-
29
-
-
84881041271
-
12, 1-norm regularized discriminative feature selection for unsupervised learning
-
Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, and Xiaofang Zhou. 12, 1-norm regularized discriminative feature selection for unsupervised learning. In IJCAI Proceedings-International Joint Conference on Artificial Intelligence, volume 22, page 1589, 2011.
-
(2011)
IJCAI Proceedings-International Joint Conference on Artificial Intelligence
, vol.22
, pp. 1589
-
-
Yang, Y.1
Tao Shen, H.2
Ma, Z.3
Huang, Z.4
Zhou, X.5
-
31
-
-
77958565426
-
Efficient spectral feature selection with minimum redundancy
-
Zheng Zhao, Lei Wang, and Huan Liu. Efficient spectral feature selection with minimum redundancy. In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010, 2010.
-
(2010)
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010
-
-
Zhao, Z.1
Wang, L.2
Liu, H.3
|