Block Majorization Minimization with Extrapolation and Application to $β$-NMF

Block Majorization Minimization with Extrapolation and Application to $β$ -NMF

12 January 2024

Valentin Leplat

Papers citing "Block Majorization Minimization with Extrapolation and Application to $β$-NMF"

16 / 16 papers shown

Title
Deep Nonnegative Matrix Factorization with Beta Divergences Valentin Leplat L. Hien Akwum Onwunta Nicolas Gillis 44 3 0 15 Sep 2023
A fast Multiplicative Updates algorithm for Non-negative Matrix Factorization M. Pham Jérémy E. Cohen T. Chonavel 40 2 0 31 Mar 2023
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $β$ -divergence Arthur Marmin J. H. D. M. Goulart Cédric Févotte 34 8 0 13 Jul 2022
Joint Majorization-Minimization for Nonnegative Matrix Factorization with the $β$ -divergence Arthur Marmin J. H. D. M. Goulart Cédric Févotte 45 8 0 29 Jun 2021
A Framework of Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization L. Hien D. Phan Nicolas Gillis 25 18 0 10 Feb 2021
Block majorization-minimization with diminishing radius for constrained nonconvex optimization Hanbaek Lyu Yuchen Li 37 10 0 07 Dec 2020
Multiplicative Updates for NMF with $β$ -Divergences under Disjoint Equality Constraints Valentin Leplat Nicolas Gillis Jérôme Idier 30 11 0 30 Oct 2020
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence L. Hien Nicolas Gillis 60 59 0 05 Oct 2020
Blind Audio Source Separation with Minimum-Volume Beta-Divergence NMF Valentin Leplat Nicolas Gillis A. Ang 39 52 0 04 Jul 2019
Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation A. Ang Nicolas Gillis 46 45 0 17 May 2018
Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey Feiyun Zhu 31 99 0 17 Aug 2017
Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No Pure-Pixel Case Chia-Hsiang Lin Wing-Kin Ma Wei-Chiang Li Chong-Yung Chi Arulmurugan Ambikapathi 91 115 0 20 Jun 2014
iPiano: Inertial Proximal Algorithm for Non-Convex Optimization Peter Ochs Yunjin Chen Thomas Brox Thomas Pock 73 431 0 18 Apr 2014
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization Cédric Févotte N. Dobigeon 127 184 0 22 Jan 2014
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches J. Bioucas-Dias Antonio J. Plaza N. Dobigeon M. Parente Q. Du P. Gader Jocelyn Chanussot 82 2,570 0 28 Feb 2012
Algorithms for nonnegative matrix factorization with the beta-divergence Cédric Févotte Jérôme Idier 118 803 0 08 Oct 2010