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Matrix theory / Matrices / Multivariate statistics / Data analysis / Matrix / Non-negative matrix factorization / Positive-definite matrix / Singular value decomposition / Sparse matrix / Algebra / Linear algebra / Mathematics


Estimation of Simultaneously Sparse and Low Rank Matrices Emile Richard CMLA UMR CNRS 8536, ENS Cachan & 1000mercis, France Pierre-AndrĀ“ e Savalle
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Document Date: 2012-06-07 13:20:26


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Georgia Institute of Technology / /

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trivial zero solution / iterative shrinkagethresholding algorithm / serial algorithm / proximal operator / iterative proximal solutions / soft thresholding operator / component wise product / presents algorithms / social networks / signal processing / singular value thresholding algorithm / serial proximal descent algorithm / search space / approximate solutions / iterative algorithms / /

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Royal Statistical Society / Ecole Centrale Paris / MIT / Georgia Institute of Technology / /

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Journal of the Royal Statistical Society / Machine Learning / Journal of Machine Learning Research / /

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singular value thresholding algorithm / matching serial algorithm / serial proximal descent algorithm / Bioinformatics / Incremental Proximal Descent Although Algorithm / 5 presents algorithms / Machine Learning / simulation / iterative shrinkagethresholding algorithm / /

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