Learning with Structured Sparsity

17 March 2009

Tong Zhang

Papers citing "Learning with Structured Sparsity"

29 / 129 papers shown

Title
Extension of SBL Algorithms for the Recovery of Block Sparse Signals with Intra-Block Correlation Zhilin Zhang Bhaskar D. Rao 37 497 0 04 Jan 2012
Efficient Adaptive Compressive Sensing Using Sparse Hierarchical Learned Dictionaries Akshay Soni Jarvis Haupt 40 23 0 29 Nov 2011
Learning with Submodular Functions: A Convex Optimization Perspective Francis R. Bach 50 476 0 28 Nov 2011
Learning Hierarchical and Topographic Dictionaries with Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 39 18 0 20 Oct 2011
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 94 181 0 03 Oct 2011
Structured sparsity through convex optimization Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 82 323 0 12 Sep 2011
Learning Nonlinear Functions Using Regularized Greedy Forest Rie Johnson Tong Zhang 63 157 0 05 Sep 2011
ShareBoost: Efficient Multiclass Learning with Feature Sharing Shai Shalev-Shwartz Y. Wexler Amnon Shashua 49 16 0 05 Sep 2011
Structured Sparsity and Generalization Andreas Maurer Massimiliano Pontil 83 63 0 17 Aug 2011
Optimization with Sparsity-Inducing Penalties Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 90 1,057 0 03 Aug 2011
A General Framework for Structured Sparsity via Proximal Optimization Andreas Argyriou Luca Baldassarre Jean Morales Massimiliano Pontil 44 21 0 26 Jun 2011
Tight Measurement Bounds for Exact Recovery of Structured Sparse Signals Nikhil S. Rao Benjamin Recht Robert D. Nowak 58 23 0 22 Jun 2011
Structured Sparsity via Alternating Direction Methods Zhiwei Qin D. Goldfarb 48 77 0 04 May 2011
Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity Rodolphe Jenatton Alexandre Gramfort V. Michel G. Obozinski Evelyn Eger Francis R. Bach B. Thirion 69 127 0 02 May 2011
Convex Approaches to Model Wavelet Sparsity Patterns Nikhil S. Rao Robert D. Nowak Stephen J. Wright N. Kingsbury 31 69 0 22 Apr 2011
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 62 109 0 11 Apr 2011
Theoretical Properties of the Overlapping Groups Lasso Daniel Percival 71 39 0 23 Mar 2011
Regularization Strategies and Empirical Bayesian Learning for MKL Ryota Tomioka Taiji Suzuki 59 15 0 13 Nov 2010
Regularizers for Structured Sparsity C. Micchelli Jean Morales Massimiliano Pontil 84 80 0 04 Oct 2010
Proximal Methods for Hierarchical Sparse Coding Rodolphe Jenatton Julien Mairal G. Obozinski Francis R. Bach 74 344 0 11 Sep 2010
Network Flow Algorithms for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 57 173 0 31 Aug 2010
Structured sparsity-inducing norms through submodular functions Francis R. Bach 67 194 0 25 Aug 2010
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity Guoshen Yu Guillermo Sapiro S. Mallat 72 608 0 15 Jun 2010
Learning Out of Leaders Mathilde Mougeot D. Picard K. Tribouley 84 20 0 12 Jan 2010
Structured Sparse Principal Component Analysis Rodolphe Jenatton G. Obozinski Francis R. Bach 107 352 0 08 Sep 2009
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 96 605 0 22 Apr 2009
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 185 292 0 09 Mar 2009
Multi-Label Prediction via Compressed Sensing Daniel J. Hsu Sham Kakade John Langford Tong Zhang 53 442 0 08 Feb 2009