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2025 ICML ICML 2025

On the Tension between Byzantine Robustness and No-Attack Accuracy in Distributed Learning

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Yi-Rui Yang, Chang-Wei Shi, Wu-jun Li

Topics

Machine Learning > Optimization & Theory > Learning Theory Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

convergence rate polyak-lojasiewicz condition byzantine worker robust aggregator aggregation error no-attack accuracy
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