Network Flow Algorithms for Structured Sparsity

Network Flow Algorithms for Structured Sparsity

31 August 2010

Rodolphe Jenatton

Francis R. Bach

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Papers citing "Network Flow Algorithms for Structured Sparsity"

15 / 15 papers shown

Title
Structured Sparsity via Alternating Direction Methods Zhiwei Qin Shiqian Ma 117 76 0 04 May 2011
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 185 109 0 11 Apr 2011
CUR from a Sparse Optimization Viewpoint Jacob Bien Ya Xu Michael W. Mahoney 118 44 0 01 Nov 2010
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 486 1,379 0 13 Oct 2010
Fast Overlapping Group Lasso Jun Liu Jieping Ye 146 40 0 02 Sep 2010
Structured sparsity-inducing norms through submodular functions Francis R. Bach 140 194 0 25 Aug 2010
Structured Sparse Principal Component Analysis Rodolphe Jenatton G. Obozinski Francis R. Bach 174 353 0 08 Sep 2009
Tree-guided group lasso for multi-response regression with structured sparsity, with an application to eQTL mapping Seyoung Kim Eric Xing 131 478 0 08 Sep 2009
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 253 673 0 02 Sep 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 225 607 0 22 Apr 2009
Learning with Structured Sparsity Junzhou Huang Tong Zhang Dimitris N. Metaxas 257 566 0 17 Mar 2009
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 236 465 0 20 Jan 2009
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning Francis R. Bach BDL 115 250 0 09 Sep 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 564 2,531 0 07 Jan 2008
The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies David M. Blei Thomas Griffiths Michael I. Jordan 580 706 0 03 Oct 2007

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