-
1
-
-
84860623731
-
-
Arxiv preprint arXiv:1104.1436
-
A. Argyriou, C.A. Micchelli, M. Pontil, L. Shen, and Y. Xu. Efficient first order methods for linear composite regularizers. Arxiv preprint arXiv:1104.1436, 2011.
-
(2011)
Efficient First Order Methods for Linear Composite Regularizers
-
-
Argyriou, A.1
Micchelli, C.A.2
Pontil, M.3
Shen, L.4
Xu, Y.5
-
2
-
-
85014561619
-
A fast iterative shrinkage-thresholding algorithm for linear inverse problems
-
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.
-
(2009)
SIAM Journal on Imaging Sciences
, vol.2
, Issue.1
, pp. 183-202
-
-
Beck, A.1
Teboulle, M.2
-
3
-
-
39849102639
-
Simultaneous regression shrinkage, variable selection and clustering of predictors with oscar
-
H. D. Bondell and B. J. Reich. Simultaneous regression shrinkage, variable selection and clustering of predictors with oscar. Biometrics, 64:115-123, 2008.
-
(2008)
Biometrics
, vol.64
, pp. 115-123
-
-
Bondell, H.D.1
Reich, B.J.2
-
4
-
-
0032096712
-
Optimization problems with perturbations: A guided tour
-
J. F. Bonnans and A. Shapiro. Optimization problems with perturbations: A guided tour. SIAM Review, 40(2):228-264, 1998.
-
(1998)
SIAM Review
, vol.40
, Issue.2
, pp. 228-264
-
-
Bonnans, J.F.1
Shapiro, A.2
-
6
-
-
84860644332
-
-
Arxiv preprint arXiv:1005.4717
-
X. Chen, Q. Lin, S. Kim, J.G. Carbonell, and E.P. Xing. An efficient proximal gradient method for general structured sparse learning. Arxiv preprint arXiv:1005.4717, 2010.
-
(2010)
An Efficient Proximal Gradient Method for General Structured Sparse Learning
-
-
Chen, X.1
Lin, Q.2
Kim, S.3
Carbonell, J.G.4
Xing, E.P.5
-
7
-
-
35348891430
-
Network-based classification of breast cancer metastasis
-
H. Y. Chuang, E. Lee, Y. T. Liu, D. Lee, and T. Ideker. Network-based classification of breast cancer metastasis. Molecular Systems Biology, 3(140), 2007.
-
(2007)
Molecular Systems Biology
, vol.3
, Issue.140
-
-
Chuang, H.Y.1
Lee, E.2
Liu, Y.T.3
Lee, D.4
Ideker, T.5
-
10
-
-
45849107328
-
Pathwise coordinate optimization
-
J. Friedman, T. Hastie, H. Höfling, and R. Tibshirani. Pathwise coordinate optimization. Annals of Applied Statistics, 1(2):302-332, 2007.
-
(2007)
Annals of Applied Statistics
, vol.1
, Issue.2
, pp. 302-332
-
-
Friedman, J.1
Hastie, T.2
Höfling, H.3
Tibshirani, R.4
-
12
-
-
71149113559
-
Group lasso with overlap and graph lasso
-
L. Jacob, G. Obozinski, and J. Vert. Group lasso with overlap and graph lasso. In ICML, 2009.
-
(2009)
ICML
-
-
Jacob, L.1
Obozinski, G.2
Vert, J.3
-
14
-
-
77956506018
-
Proximal methods for sparse hierarchical dictionary learning
-
R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal methods for sparse hierarchical dictionary learning. In ICML, 2010.
-
(2010)
ICML
-
-
Jenatton, R.1
Mairal, J.2
Obozinski, G.3
Bach, F.4
-
15
-
-
77956548668
-
Tree-guided group lasso for multi-task regression with structured sparsity
-
S. Kim and E. P. Xing. Tree-guided group lasso for multi-task regression with structured sparsity. In ICML, 2010.
-
(2010)
ICML
-
-
Kim, S.1
Xing, E.P.2
-
16
-
-
71149111015
-
Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery
-
H. Liu, M. Palatucci, and J. Zhang. Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery. In ICML, 2009.
-
(2009)
ICML
-
-
Liu, H.1
Palatucci, M.2
Zhang, J.3
-
20
-
-
0000276924
-
Proximité et dualité dans un espace hilbertien
-
J.-J. Moreau. Proximité et dualité dans un espace hilbertien. Bull. Soc. Math. France, 93:273-299, 1965.
-
(1965)
Bull. Soc. Math. France
, vol.93
, pp. 273-299
-
-
Moreau, J.-J.1
-
24
-
-
27344435774
-
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
-
A. Subramanian and et al. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proceedings of the National Academy of Sciences, 102(43):15545-15550, 2005.
-
(2005)
Proceedings of the National Academy of Sciences
, vol.102
, Issue.43
, pp. 15545-15550
-
-
Subramanian, A.1
-
26
-
-
0037137519
-
A gene-expression signature as a predictor of survival in breast cancer
-
M. J. Van de Vijver and et al. A gene-expression signature as a predictor of survival in breast cancer. The New England Journal of Medicine, 347(25):1999-2009, 2002.
-
(2002)
The New England Journal of Medicine
, vol.347
, Issue.25
, pp. 1999-2009
-
-
Van De Vijver, M.J.1
-
27
-
-
84858716027
-
Analysis of svm with indefinite kernels
-
Y. Ying, C. Campbell, and M. Girolami. Analysis of svm with indefinite kernels. In NIPS. 2009.
-
(2009)
NIPS
-
-
Ying, Y.1
Campbell, C.2
Girolami, M.3
-
28
-
-
33645035051
-
Model selection and estimation in regression with grouped variables
-
M. Yuan and Y. Lin. Model selection and estimation in regression with grouped variables. Journal Of The Royal Statistical Society Series B, 68(1):49-67, 2006.
-
(2006)
Journal of the Royal Statistical Society Series B
, vol.68
, Issue.1
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
-
29
-
-
69949155103
-
The composite absolute penalties family for grouped and hierarchical variable selection
-
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.
-
(2009)
Annals of Statistics
, vol.37 A
, Issue.6
, pp. 3468-3497
-
-
Zhao, P.1
Rocha, G.2
Yu, B.3
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