Adaptive multiplicative updates for quadratic nonnegative matrix factorization

He Zhang; Zhirong Yang; Erkki Oja

doi:10.1016/j.neucom.2013.06.047

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Adaptive multiplicative updates for quadratic nonnegative matrix factorization

He Zhang Zhirong Yang Erkki Oja

Year: 2014 Journal: Neurocomputing Vol: 134 Pages: 206-213 Publisher: Elsevier BV

DOI: 10.1016/j.neucom.2013.06.047

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Keywords:

Multiplicative function Non-negative matrix factorization Mathematics Nonnegative matrix Logarithm Quadratic equation Matrix (chemical analysis) Factorization Matrix decomposition Cluster analysis Partition (number theory) Algorithm Combinatorics Symmetric matrix Eigenvalues and eigenvectors

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Tensor decomposition and applications

Physical Sciences → Mathematics → Computational Mathematics

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Matrix Theory and Algorithms

Physical Sciences → Computer Science → Computational Theory and Mathematics

Adaptive multiplicative updates for quadratic nonnegative matrix factorization

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