Second-order guarantees in centralized, federated and decentralized nonconvex optimization

MaRDI QIDQ2225211

Ali H. Sayed, Stefan Vlaski

Publication date: 5 February 2021

Published in: Communications in Information and Systems (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2003.14366

zbMATH Keywords

gradient perturbationsstochastic first-order optimization algorithms

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26) Neural nets and related approaches to inference from stochastic processes (62M45) Statistical aspects of big data and data science (62R07)

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