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Nonlinear Gradient Mappings and Stochastic Optimization: A General Framework with Applications to Heavy-Tail Noise - MaRDI portal

Nonlinear Gradient Mappings and Stochastic Optimization: A General Framework with Applications to Heavy-Tail Noise (Q6155875)

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scientific article; zbMATH DE number 7693200
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Nonlinear Gradient Mappings and Stochastic Optimization: A General Framework with Applications to Heavy-Tail Noise
scientific article; zbMATH DE number 7693200

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    Nonlinear Gradient Mappings and Stochastic Optimization: A General Framework with Applications to Heavy-Tail Noise (English)
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    7 June 2023
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    stochastic optimization
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    stochastic gradient descent
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    nonlinear mapping
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    heavy-tail noise
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    convergence rate
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    mean square analysis
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    asymptotic normality
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    stochastic approximation
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