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07/16/2023
Byzantine-Robust Distributed Online Learning: Taming Adversarial Participants in An Adversarial Environment
This paper studies distributed online learning under Byzantine attacks. ...
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06/09/2022
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules
This work focuses on decentralized stochastic optimization in the presen...
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09/17/2020
Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data
We propose a Byzantine-robust variance-reduced stochastic gradient desce...
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12/29/2019