Stochastic modified equations for the asynchronous stochastic gradient descent

DOI10.1093/imaiai/iaz030OpenAlexW3099529713WikidataQ127179513 ScholiaQ127179513MaRDI QIDQ5006542

Lexing Ying, Jing An, Jian-feng Lu

Publication date: 16 August 2021

Published in: Information and Inference: A Journal of the IMA (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1805.08244

zbMATH Keywords

optimal controlstochastic modified equationsasynchronous stochastic gradient descent

Mathematics Subject Classification ID

Numerical solutions to stochastic differential and integral equations (65C30) Optimality conditions for problems involving randomness (49K45)

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