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most citedUnderstanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees

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math.OC2025

A New Inexact Manifold Proximal Linear Algorithm with Adaptive Stopping Criteria

Zhong Zheng, Xin Yu, Shiqian Ma +1

This paper proposes a new inexact manifold proximal linear (IManPL) algorithm for solving nonsmooth, nonconvex composite optimization problems over an embedded submanifold. At each…