Accelerating Nonnegative Matrix Factorization Algorithms using
Extrapolation

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Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation

17 May 2018

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Papers citing "Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation"

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Title
An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU function Nicolas Gillis M. Porcelli Giovanni Seraghiti 102 0 0 31 Mar 2025
Block Majorization Minimization with Extrapolation and Application to $β$ -NMF L. Hien Valentin Leplat Nicolas Gillis 87 3 0 12 Jan 2024
Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function Giovanni Seraghiti Atharva Awari A. Vandaele M. Porcelli Nicolas Gillis 37 7 0 15 May 2023
A Second-Order Majorant Algorithm for Nonnegative Matrix Factorization M. Pham Jérémy E. Cohen T. Chonavel 60 2 0 31 Mar 2023
Quasi Non-Negative Quaternion Matrix Factorization with Application to Color Face Recognition Yifen Ke Changfeng Ma Zhigang Jia Yajun Xie Riwei Liao CVBM 21 22 0 30 Nov 2022
Non-negative matrix factorization algorithms generally improve topic model fits P. Carbonetto Abhishek K. Sarkar Zihao Wang M. Stephens 25 26 0 27 May 2021
A Non-Negative Matrix Factorization Game Satpreet H. Singh 47 0 0 11 Apr 2021
Multiplicative Updates for NMF with $β$ -Divergences under Disjoint Equality Constraints Valentin Leplat Nicolas Gillis Jérôme Idier 52 11 0 30 Oct 2020
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence L. Hien Nicolas Gillis 79 59 0 05 Oct 2020
Deep matrix factorizations Pierre De Handschutter Nicolas Gillis Xavier Siebert BDL 128 47 0 01 Oct 2020
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES H. Sterck Yunhui He 22 23 0 04 Jul 2020
Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization A. Ang Jérémy E. Cohen Nicolas Gillis L. Hien 45 10 0 13 Jan 2020
Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization L. Hien Nicolas Gillis Panagiotis Patrinos 36 11 0 05 Mar 2019
Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms Drew Mitchell N. Ye H. Sterck ODL 44 27 0 13 Oct 2018