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20152022
most citedFedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling

55 citations · 484 across the 40 of their papers we have counts for

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cs.LG2022

Finite-Time Error Bounds for Greedy-GQ

Yue Wang, Yi Zhou, Shaofeng Zou

Greedy-GQ with linear function approximation, originally proposed in \cite{maei2010toward}, is a value-based off-policy algorithm for optimal control in reinforcement learning, and…

math.OC2022★ 3 cited

On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error

Quang Minh Nguyen, Hoang H. Nguyen, Yi Zhou +1

We study the Unbalanced Optimal Transport (UOT) between two measures of possibly different masses with at most components, where the marginal constraints of standard Optimal Tr…