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Multilevel Stochastic Gradient Methods for Nested Composition Optimization - MaRDI portal

Multilevel Stochastic Gradient Methods for Nested Composition Optimization (Q4629336)

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scientific article; zbMATH DE number 7040560
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Multilevel Stochastic Gradient Methods for Nested Composition Optimization
scientific article; zbMATH DE number 7040560

    Statements

    title
    Multilevel Stochastic Gradient Methods for Nested Composition Optimization (English)
    0 references
    DOI
    10.1137/18M1164846
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    author
    Shuoguang Yang
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    Mengdi Wang
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    Ethan X. Fang
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    publication date
    22 March 2019
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    Mathematics Subject Classification ID
    90C15
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    90C25
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    90C06
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    68W27
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    zbMATH DE Number
    7040560
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    zbMATH Keywords
    stochastic gradient
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    stochastic optimization
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    convex optimization
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    sample complexity
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    simulation
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    statistical learning
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    describes a project that uses
    Saga
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    Jellyfish
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    AdaGrad
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    arXiv ID
    1801.03600
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    Wikidata QID
    Q128284639
    0 references
     
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