10 citations · 22 across the 7 of their papers we have counts for
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stat.ML2022★ 3 cited
Stability and Generalization for Markov Chain Stochastic Gradient Methods
Puyu Wang, Yunwen Lei, Yiming Ying +1
Recently there is a large amount of work devoted to the study of Markov chain stochastic gradient methods (MC-SGMs) which mainly focus on their convergence analysis for solving min…
stat.ML2022★ 1 cited
Differentially Private Stochastic Gradient Descent with Low-Noise
Puyu Wang, Yunwen Lei, Yiming Ying +1
Modern machine learning algorithms aim to extract fine-grained information from data to provide accurate predictions, which often conflicts with the goal of privacy protection. Thi…