Online algorithms for Nonnegative Matrix Factorization with the Itakura-Saito divergence

21 June 2011

Papers citing "Online algorithms for Nonnegative Matrix Factorization with the Itakura-Saito divergence"

12 / 12 papers shown

Title
Adversarially-Trained Nonnegative Matrix Factorization Ting Cai Vincent Y. F. Tan Cédric Févotte 41 6 0 10 Apr 2021
Encoding high-cardinality string categorical variables Patricio Cerda Gaël Varoquaux 71 91 0 03 Jul 2019
Stochastic algorithms with descent guarantees for ICA Pierre Ablin Alexandre Gramfort J. Cardoso Francis R. Bach CML 32 7 0 25 May 2018
Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information M. Nimishakavi Bamdev Mishra Manish Gupta Partha P. Talukdar 62 22 0 18 Feb 2018
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization Nasser Mohammadiha Paris Smaragdis A. Leijon 69 389 0 15 Sep 2017
Online Nonnegative Matrix Factorization with General Divergences Renbo Zhao Vincent Y. F. Tan Huan Xu 101 29 0 30 Jul 2016
Online Nonnegative Matrix Factorization with Outliers Renbo Zhao Vincent Y. F. Tan 107 47 0 10 Apr 2016
Primal-Dual Algorithms for Non-negative Matrix Factorization with the Kullback-Leibler Divergence F. Yanez Francis R. Bach 67 21 0 04 Dec 2014
An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models S. Yıldırım A. Cemgil Sumeetpal S. Singh 34 7 0 11 Jan 2014
Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence Vincent Y. F. Tan Cédric Févotte 131 222 0 25 Nov 2011
Algorithms for nonnegative matrix factorization with the beta-divergence Cédric Févotte Jérôme Idier 163 806 0 08 Oct 2010
Online Learning for Matrix Factorization and Sparse Coding Julien Mairal Francis R. Bach Jean Ponce Guillermo Sapiro 193 2,615 0 01 Aug 2009