Alternative gradient algorithms with applications to nonnegative matrix factorizations
type: Item
instance of: scholarly article
title: Alternative gradient algorithms with applications to nonnegative matrix factorizations
zbMATH Open document ID: 1191.65042
author: Lu Lin
published in: Applied Mathematics and Computation
publication date: 2010-06-25T00:00:00Z
Mathematics Subject Classification ID: 65F30
zbMATH DE Number: 5726743
zbMATH Keywords: nonnegative matrix factorization
zbMATH Keywords: gradient-based algorithm
zbMATH Keywords: alternating direction iteration
zbMATH Keywords: projected iteration
zbMATH Keywords: Frobenius-norm minimization
describes a project that uses: ORL face
describes a project that uses: TRON
MaRDI profile type: Publication
full work available at URL: j.amc.2009.12.028
OpenAlex ID: W1970156439
cites work: Block Triangular and Skew-Hermitian Splitting Methods for Positive-Definite Linear Systems
cites work: Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems
cites work: Algorithms and applications for approximate nonnegative matrix factorization
cites work: Q3093232
cites work: Learning the parts of objects by non-negative matrix factorization
cites work: Newton's Method for Large Bound-Constrained Optimization Problems
cites work: Projected Gradient Methods for Nonnegative Matrix Factorization
cites work: Interior-point gradient method for large-scale totally nonnegative least squares problems
cites work: Nonnegative matrix factorization for spectral data analysis
cites work: Document clustering using nonnegative matrix factorization
Wikidata QID: Q114211063
DOI: 10.1016/J.AMC.2009.12.028
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description: scientific article; zbMATH DE number 5726743