Online composite optimization with time-varying regularizers (Q6559338)

scientific article; zbMATH DE number 7868995

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English	Online composite optimization with time-varying regularizers	scientific article; zbMATH DE number 7868995

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instance of

scholarly article

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title

Online composite optimization with time-varying regularizers (English)

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Journal of the Franklin Institute

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publication date

21 June 2024

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zbMATH Keywords

online optimization

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composite optimization

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convex optimization

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dynamic regret

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dynamic environments

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MaRDI profile type

Publication

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cites work

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Non-stationary stochastic optimization

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Dynamic Online Learning via Frank-Wolfe Algorithm

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The optimal dynamic regret for smoothed online convex optimization with squared $l_2$ norm switching costs

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Adaptive Composite Online Optimization: Predictions in Static and Dynamic Environments

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Online Learning Over Dynamic Graphs via Distributed Proximal Gradient Algorithm

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Online Learning With Inexact Proximal Online Gradient Descent Algorithms

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Distributed Online Convex Optimization With Time-Varying Coupled Inequality Constraints

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Q2880998

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An efficient primal dual prox method for non-smooth optimization

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Decentralized Proximal Gradient Algorithms With Linear Convergence Rates

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A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints

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Identifiers

zbMATH Open document ID

1548.90372

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Mathematics Subject Classification ID

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10.1016/J.JFRANKLIN.2024.106884

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Sitelinks

Mathematics(1 entry)

mardi Publication:6559338