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Robust Collaborative Learning with Linear Gradient Overhead.

, , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 9761-9813. PMLR, (2023)

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On the Strategyproofness of the Geometric Median., , , and . CoRR, (2021)Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons., , , and . AAAI, page 20379-20386. AAAI Press, (2024)Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 1232-1300. PMLR, (2023)On the Impossible Safety of Large AI Models., , , , , , and . CoRR, (2022)Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)., , , , , and . NeurIPS, page 25044-25057. (2021)Strategyproof Learning: Building Trustworthy User-Generated Datasets., , and . CoRR, (2021)Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 6246-6283. PMLR, (2022)Robust Collaborative Learning with Linear Gradient Overhead., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 9761-9813. PMLR, (2023)Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates., , , , , , and . ICML, OpenReview.net, (2024)Making Byzantine Decentralized Learning Efficient., , , , , and . CoRR, (2022)