Online Learning for Matrix Factorization and Sparse Coding

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Online Learning for Matrix Factorization and Sparse Coding

1 August 2009

Francis R. Bach

Guillermo Sapiro

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Papers citing "Online Learning for Matrix Factorization and Sparse Coding"

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Title
OMP-type Algorithm with Structured Sparsity Patterns for Multipath Radar Signals Tabea Rebafka Céline Lévy-Leduc M. Charbit 71 2 0 26 Mar 2011
From Machine Learning to Machine Reasoning Léon Bottou LRM ReLM NAI 164 287 0 09 Feb 2011
On the Local Correctness of L^1 Minimization for Dictionary Learning Quan Geng Huan Wang John N. Wright 125 75 0 29 Jan 2011
The influence of feature selection methods on accuracy, stability and interpretability of molecular signatures Anne-Claire Haury P. Gestraud Jean-Philippe Vert 85 369 0 26 Jan 2011
Estimating Networks With Jumps Mladen Kolar Eric Xing 752 67 0 17 Dec 2010
Shaping Level Sets with Submodular Functions Francis R. Bach 139 25 0 07 Dec 2010
The Sample Complexity of Dictionary Learning Daniel Vainsencher Shie Mannor A. Bruckstein 111 87 0 24 Nov 2010
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning C. Basso M. Santoro A. Verri S. Villa 71 21 0 16 Nov 2010
Regularized Risk Minimization by Nesterov's Accelerated Gradient Methods: Algorithmic Extensions and Empirical Studies Xinhua Zhang Ankan Saha S.V.N. Vishwanathan 120 8 0 01 Nov 2010
Sparse and silent coding in neural circuits András Lőrincz Z. Palotai G. Szirtes 79 5 0 20 Oct 2010
Algorithms for nonnegative matrix factorization with the beta-divergence Cédric Févotte Jérôme Idier 166 806 0 08 Oct 2010
Task-Driven Dictionary Learning Julien Mairal Francis R. Bach Jean Ponce 102 897 0 27 Sep 2010
Proximal Methods for Hierarchical Sparse Coding Rodolphe Jenatton Julien Mairal G. Obozinski Francis R. Bach 295 345 0 11 Sep 2010
Structured sparsity-inducing norms through submodular functions Francis R. Bach 179 194 0 25 Aug 2010
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 249 607 0 22 Apr 2009