Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds

Jiho Yoo; Seungjin Choi

doi:10.1007/978-3-540-88906-9_18

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Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds

Jiho Yoo Seungjin Choi

Year: 2008 Lecture notes in computer science Pages: 140-147 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-540-88906-9_18

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Keywords:

Non-negative matrix factorization Stiefel manifold Orthogonality Multiplicative function Matrix decomposition Nonnegative matrix Cluster analysis Orthogonal matrix Mathematics Matrix (chemical analysis) Computer science Algorithm Pattern recognition (psychology) Symmetric matrix Artificial intelligence Orthogonal basis Pure mathematics

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Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds

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