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Algorithms for nonnegative matrix factorization with the beta-divergence

8 October 2010

Papers citing "Algorithms for nonnegative matrix factorization with the beta-divergence"

32 / 132 papers shown

Title
Estimation with Low-Rank Time-Frequency Synthesis Models Cédric Févotte M. Kowalski 16 8 0 25 Apr 2018
Learning to Separate Object Sounds by Watching Unlabeled Video Ruohan Gao Rogerio Feris Kristen Grauman SSL 76 285 0 05 Apr 2018
A particle-based variational approach to Bayesian Non-negative Matrix Factorization M. A. Masood Finale Doshi-Velez 58 11 0 16 Mar 2018
Multiplicative Updates for Convolutional NMF Under $β$ -Divergence Pedro J. Villasana T. Stanislaw Gorlow Arvind T. Hariraman 23 5 0 14 Mar 2018
Complex ISNMF: a Phase-Aware Model for Monaural Audio Source Separation P. Magron Tuomas Virtanen 28 9 0 09 Feb 2018
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization Louis Filstroff Alberto Lumbreras Cédric Févotte 25 2 0 05 Jan 2018
Negative Binomial Matrix Factorization for Recommender Systems Olivier Gouvert Thomas Oberlin Cédric Févotte 35 9 0 05 Jan 2018
Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning A. Lagrange M. Fauvel S. May N. Dobigeon 13 11 0 01 Dec 2017
Separake: Source Separation with a Little Help From Echoes Robin Scheibler Diego Di Carlo Antoine Deleforge Ivan Dokmanić 60 12 0 18 Nov 2017
Sign-Constrained Regularized Loss Minimization Tsuyoshi Kato Misato Kobayashi Daisuke Sano 36 0 0 12 Oct 2017
Independent Low-Rank Matrix Analysis Based on Parametric Majorization-Equalization Algorithm Yoshiki Mitsui Daichi Kitamura Norihiro Takamune Hiroshi Saruwatari Yu Takahashi Kazunobu Kondo 18 11 0 04 Oct 2017
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling Mariano Tepper Anirvan M. Sengupta D. Chklovskii 80 2 0 19 Jun 2017
Nonnegative Matrix Factorization with Transform Learning Dylan Fagot Cédric Févotte H. Wendt 24 11 0 11 May 2017
Sampling-based speech parameter generation using moment-matching networks Shinnosuke Takamichi Tomoki Koriyama Hiroshi Saruwatari 49 13 0 12 Apr 2017
An MM Algorithm for Split Feasibility Problems Jason Xu Eric C. Chi Meng Yang K. Lange 57 1 0 16 Dec 2016
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting Mariano Tepper Guillermo Sapiro 60 26 0 04 Nov 2016
Recovering Multiple Nonnegative Time Series From a Few Temporal Aggregates Jiali Mei Yohann De Castro Y. Goude Georges Hébrail AI4TS 30 3 0 05 Oct 2016
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization Renbo Zhao Vincent Y. F. Tan 106 20 0 04 Sep 2016
Lévy NMF for robust nonnegative source separation P. Magron Roland Badeau Antoine Liutkus 36 16 0 05 Aug 2016
Online Nonnegative Matrix Factorization with General Divergences Renbo Zhao Vincent Y. F. Tan Huan Xu 101 29 0 30 Jul 2016
Hierarchical Compound Poisson Factorization M. Basbug Barbara E. Engelhardt 40 33 0 13 Apr 2016
Online Nonnegative Matrix Factorization with Outliers Renbo Zhao Vincent Y. F. Tan 103 47 0 10 Apr 2016
Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models Umut Simsekli Hazal Koptagel Hakan Güldaş taylan. cemgil Figen Oztoprak Ilker Birbil 107 12 0 03 Jun 2015
Automatic Unsupervised Tensor Mining with Quality Assessment Evangelos E. Papalexakis 56 55 0 11 Mar 2015
Audio Source Separation with Discriminative Scattering Networks Pablo Sprechmann Joan Bruna Yann LeCun 31 4 0 22 Dec 2014
Learning the Information Divergence O. Dikmen Zhirong Yang E. Oja UD 79 35 0 05 Jun 2014
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization Cédric Févotte N. Dobigeon 174 186 0 22 Jan 2014
Probabilistic Archetypal Analysis S. Seth M. Eugster 101 69 0 29 Dec 2013
Non-negative Matrix Factorization with Linear Constraints for Single-Channel Speech Enhancement Nikolay Lubimov M. Kotov 39 17 0 24 Sep 2013
Generalized Beta Divergence Y. K. Yilmaz 25 1 0 14 Jun 2013
Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence Vincent Y. F. Tan Cédric Févotte 119 222 0 25 Nov 2011
Online algorithms for Nonnegative Matrix Factorization with the Itakura-Saito divergence A. Lefèvre Francis R. Bach Cédric Févotte 79 97 0 21 Jun 2011