Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
type: Item
instance of: scholarly article
title: Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
zbMATH Open document ID: 1405.65060
author: Yakui Huang
author: Hongwei Liu
author: Shuisheng Zhou
published in: Data Mining and Knowledge Discovery
publication date: 2019-01-29T00:00:00Z
Mathematics Subject Classification ID: 65F30
Mathematics Subject Classification ID: 15A23
Mathematics Subject Classification ID: 90C53
Mathematics Subject Classification ID: 90C55
zbMATH DE Number: 7007779
zbMATH Keywords: nonnegative matrix factorization
zbMATH Keywords: alternating nonnegative least squares
zbMATH Keywords: quadratic regularization
zbMATH Keywords: projected Barzilai-Borwein method
describes a project that uses: RCV1
describes a project that uses: NeNMF
MaRDI profile type: Publication
full work available at URL: s10618-014-0390-x
OpenAlex ID: W2042476838
cites work: Two-Point Step Size Gradient Methods
cites work: Algorithms and applications for approximate nonnegative matrix factorization
cites work: Q3151174
cites work: Nonmonotone Spectral Projected Gradient Methods on Convex Sets
cites work: A scaled gradient projection method for constrained image deblurring
cites work: On the use of the spectral projected gradient method for support vector machines
cites work: Adaptive two-point stepsize gradient algorithm
cites work: \(R\)-linear convergence of the Barzilai and Borwein gradient method
cites work: Projected Barzilai-Borwein methods for large-scale box-constrained quadratic programming
cites work: The cyclic Barzilai-–Borwein method for unconstrained optimization
cites work: Efficient nonnegative matrix factorization via projected Newton method
cites work: On the convergence of the block nonlinear Gauss-Seidel method under convex constraints
cites work: Nonmonotone globalization techniques for the Barzilai-Borwein gradient method
cites work: NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization
cites work: Alternating projected Barzilai-Borwein methods for nonnegative matrix factorization
cites work: Q3093232
cites work: A Barzilai-Borwein type method for stochastic linear complementarity problems
cites work: Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method
cites work: Learning the parts of objects by non-negative matrix factorization
cites work: Projected Gradient Methods for Nonnegative Matrix Factorization
cites work: Q3320132
cites work: The Barzilai and Borwein Gradient Method for the Large Scale Unconstrained Minimization Problem
cites work: Document clustering using nonnegative matrix factorization
cites work: On the Complexity of Nonnegative Matrix Factorization
cites work: Independent Component Analysis and Blind Signal Separation
cites work: A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization
DOI: 10.1007/S10618-014-0390-X
description: scientific article; zbMATH DE number 7007779