Convex and Network Flow Optimization for Structured Sparsity

Convex and Network Flow Optimization for Structured Sparsity

11 April 2011

Rodolphe Jenatton

Francis R. Bach

Papers citing "Convex and Network Flow Optimization for Structured Sparsity"

16 / 16 papers shown

Title
Lag selection and estimation of stable parameters for multiple autoregressive processes through convex programming Somnath Chakraborty Johannes Lederer R. Sachs 29 0 0 03 Mar 2023
Stable Feature Selection from Brain sMRI Bo Xin Lingjing Hu Yizhou Wang Wen Gao 47 19 0 25 Mar 2015
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 37 488 0 12 Nov 2014
Gradient Sliding for Composite Optimization Guanghui Lan 46 67 0 04 Jun 2014
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 33 90 0 23 Apr 2014
Disease Prediction based on Functional Connectomes using a Scalable and Spatially-Informed Support Vector Machine Takanori Watanabe Daniel A Kessler Clayton Scott Mike Angstadt Chandra S. Sripada 51 62 0 21 Oct 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization Ryota Tomioka Taiji Suzuki 33 152 0 26 Mar 2013
Towards Ultrahigh Dimensional Feature Selection for Big Data Mingkui Tan Ivor W. Tsang Li Wang 56 154 0 24 Sep 2012
Convex Relaxation for Combinatorial Penalties G. Obozinski Francis R. Bach 59 62 0 06 May 2012
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows Julien Mairal Bin Yu 53 44 0 20 Apr 2012
Learning Hierarchical and Topographic Dictionaries with Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 33 18 0 20 Oct 2011
Structured sparsity through convex optimization Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 74 323 0 12 Sep 2011
Structured Sparsity via Alternating Direction Methods Zhiwei Qin D. Goldfarb 46 77 0 04 May 2011
Network Flow Algorithms for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 42 172 0 31 Aug 2010
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning Francis R. Bach BDL 126 74 0 04 Sep 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 80 605 0 22 Apr 2009