Articles with "stochastic second" as a keyword



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A Stochastic Second-Order Proximal Method for Distributed Optimization

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Published in 2022 at "IEEE Control Systems Letters"

DOI: 10.1109/lcsys.2023.3244740

Abstract: We propose a distributed stochastic second-order proximal (St-SoPro) method that enables agents in a network to cooperatively minimize the sum of their local loss functions without any centralized coordination. St-SoPro incorporates a decentralized second-order approximation… read more here.

Keywords: stochastic second; order proximal; proximal method; second order ... See more keywords