A majorization–minimization based solution to penalized nonnegative matrix factorization with orthogonal regularization

Author:

Tong Can,Wei Jiao,Qi Shouliang,Yao YudongORCID,Zhang Tie,Teng Yueyang

Funder

Fundamental Research Funds for the Central Universities

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Mathematics

Reference33 articles.

1. Learning the parts of objects by non-negative matrix factorization;Lee;Nature,1999

2. Algorithms for non-negative matrix factorization;Lee,2001

3. Nonnegative matrix factorization for combinatorial optimization: Spectral clustering, graph matching, and clique finding;Ding,2008

4. Graph regularized nonnegative matrix factorization for data representation;Cai;IEEE Trans. Pattern Anal. Mach. Intell.,2011

5. Nonnegative matrix and tensor factorizations : An algorithmic perspective;Zhou;IEEE Signal Process. Mag.,2014

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