An efficient nonmonotone projected Barzilai–Borwein method for nonnegative matrix factorization with extrapolation

DOI10.1080/00207160.2020.1723562zbMath1480.65108OpenAlexW3003744475MaRDI QIDQ5031230

Xuenian Liu, Wenbo Li, Ji-Cheng Li

Publication date: 18 February 2022

Published in: International Journal of Computer Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207160.2020.1723562

zbMATH Keywords

extrapolationnonmonotone line searchnonnegative matrix factorizationprojected Barzilai-Borwein methodalternating nonnegative least squares

Mathematics Subject Classification ID

Factorization of matrices (15A23) Numerical linear algebra (65F99)

Related Items (1)

A new nonmonotone spectral projected gradient algorithm for box-constrained optimization problems in \(m \times n\) real matrix space with application in image clustering

Uses Software

• NeNMF

Cites Work

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• A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
• Maximization of a function with Lipschitz continuous gradient
• Efficient nonnegative matrix factorization via projected Newton method
• On the complexity analysis of randomized block-coordinate descent methods
• Alternating projected Barzilai-Borwein methods for nonnegative matrix factorization
• A globally convergent algorithm for nonconvex optimization based on block coordinate update
• Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
• Nonmonotone globalization techniques for the Barzilai-Borwein gradient method
• An efficient monotone projected Barzilai-Borwein method for nonnegative matrix factorization
• Incorporating nonmonotone strategies into the trust region method for unconstrained optimization
• A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion
• Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization
• Two-Point Step Size Gradient Methods
• Nonmonotone Spectral Projected Gradient Methods on Convex Sets
• NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization
• A Nonmonotone Line Search Technique for Newton’s Method
• Learning the parts of objects by non-negative matrix factorization
• Projected Gradient Methods for Nonnegative Matrix Factorization
• On the nonmonotone line search

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