A Fast Randomized Incremental Gradient Method for Decentralized Nonconvex Optimization

DOI10.1109/tac.2021.3122586arXiv2011.03853OpenAlexW3210846832MaRDI QIDQ6077094

Ran Xin, Usman A. Khan, Soummya Kar

Publication date: 24 September 2023

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2011.03853

zbMATH Keywords

variance reductionincremental gradient methodsdecentralized nonconvex optimization

Mathematics Subject Classification ID

Systems theory; control (93-XX)

Related Items (3)

DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization ⋮ Decentralized learning over a network with Nyström approximation using SGD ⋮ ET-PDA: an event-triggered parameter distributed accelerated algorithm for economic dispatch problems

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