Global convergence of modified multiplicative updates for nonnegative matrix factorization

Norikazu Takahashi; Ryota Hibi

doi:10.1007/s10589-013-9593-0

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Global convergence of modified multiplicative updates for nonnegative matrix factorization

Norikazu Takahashi Ryota Hibi

Year: 2013 Journal: Computational Optimization and Applications Vol: 57 (2)Pages: 417-440 Publisher: Springer Science+Business Media

DOI: 10.1007/s10589-013-9593-0

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Keywords:

Mathematics Subsequence Multiplicative function Non-negative matrix factorization Convergence (economics) Sequence (biology) Nonnegative matrix Matrix (chemical analysis) Constant (computer programming) Stationary point Combinatorics Mathematical optimization Applied mathematics Matrix decomposition Symmetric matrix Computer science Mathematical analysis

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Matrix Theory and Algorithms

Physical Sciences → Computer Science → Computational Theory and Mathematics

Tensor decomposition and applications

Physical Sciences → Mathematics → Computational Mathematics

Advanced Optimization Algorithms Research

Physical Sciences → Mathematics → Numerical Analysis

Global convergence of modified multiplicative updates for nonnegative matrix factorization

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