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aggregation error (1) no-attack accuracy (1) byzantine worker (1) robust aggregation (1) byzantine attack (1) decentralized learning (1) polyak-lojasiewicz condition (1) byzantine robustness (1) convergence rate (1) gradient descent (1)

Papers

On the Tension between Byzantine Robustness and No-Attack Accuracy in Distributed Learning ICML 2025 Byzantine-Robust Decentralized Learning via Remove-then-Clip Aggregation AAAI 2024