Automatic Relevance Determination in Nonnegative Matrix Factorization
with the β-Divergence

Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence

25 November 2011

Vincent Y. F. Tan

Cédric Févotte

Papers citing "Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence"

6 / 6 papers shown

Title
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models Jeremy E. Cohen Valentin Leplat 72 1 0 27 Mar 2024
Optimization with Sparsity-Inducing Penalties Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 131 1,058 0 03 Aug 2011
Online algorithms for Nonnegative Matrix Factorization with the Itakura-Saito divergence A. Lefèvre Francis R. Bach Cédric Févotte 39 96 0 21 Jun 2011
Algorithms for nonnegative matrix factorization with the beta-divergence Cédric Févotte Jérôme Idier 64 802 0 08 Oct 2010
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 118 2,614 0 01 Aug 2009
Enhancing Sparsity by Reweighted L1 Minimization Emmanuel J. Candes M. Wakin Stephen P. Boyd 130 5,027 0 10 Nov 2007