Novel Proximal Gradient Methods for Nonnegative Matrix Factorization with Sparsity Constraints (Q5108481)

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scientific article; zbMATH DE number 7196108
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Novel Proximal Gradient Methods for Nonnegative Matrix Factorization with Sparsity Constraints
scientific article; zbMATH DE number 7196108

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    Novel Proximal Gradient Methods for Nonnegative Matrix Factorization with Sparsity Constraints (English)
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    4 May 2020
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    nonnegative matrix factorization
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    sparsity constraints
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    nonconvex nonsmooth composite minimization
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    proximal gradient algorithms
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    non-Euclidean Bregman distance
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    Kurdyka-łosiajewicz property
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    essentially cyclic block proximal gradient
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    global convergence
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