research
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02/20/2023
A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization
We focus on decentralized stochastic non-convex optimization, where n ag...
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02/10/2021
Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm
As machine learning models are deployed in critical applications, it bec...
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02/04/2019
