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Linear algebra / Multivariate statistics / Non-negative matrix factorization / Rank / Matrix decomposition / Matrix / Online NMF / Singular value decomposition / Algebra / Mathematics / Matrix theory


Fast Nonnegative Matrix Factorization with Rank-one ADMM Dongjin Song∗ , David A. Meyer† , Martin Renqiang Min‡ , ∗ Department of ECE, UCSD, La Jolla, CA, [removed]removed]
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Document Date: 2014-12-10 11:28:38

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Princeton / Cambridge / /

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SIAM Journal / Neural Information Processing Systems / MIT Press / NEC Labs America / /

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China / /

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MUR / /

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Rice University / /

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matrix inner product / signed directed social networks / greedy search / signed social networks / real world applications / closed form solution / direction algorithm / /

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Department of ECE / MIT / Department of Mathematics / U V / Rice University / UCSD / /

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Lee / Martin Renqiang Min / David A. Meyer / Seung / /

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representative / /

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New Jersey / /

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Machine Learning / /

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bioinformatics / artificial intelligence / alternating direction algorithm / 2 Algorithm / 5 Appendix Algorithm / Machine Learning / Image Processing / /

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