Low-rank nonnegative matrix factorization on Stiefel manifold

Ping He; Xiaohua Xu; Jie Ding; Baichuan Fan

doi:10.1016/j.ins.2019.12.004

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Low-rank nonnegative matrix factorization on Stiefel manifold

Ping He Xiaohua Xu Jie Ding Baichuan Fan

Year: 2019 Journal: Information Sciences Vol: 514 Pages: 131-148 Publisher: Elsevier BV

DOI: 10.1016/j.ins.2019.12.004

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Keywords:

Stiefel manifold Mathematics Non-negative matrix factorization Low-rank approximation Matrix decomposition Rank (graph theory) Algorithm Matrix completion Matrix (chemical analysis) Identity matrix Robustness (evolution) Mathematical optimization Combinatorics Eigenvalues and eigenvectors Gaussian Hankel matrix Pure mathematics

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Low-rank nonnegative matrix factorization on Stiefel manifold

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