Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks

DOI10.1109/TSP.2020.3012952OpenAlexW3046449784MaRDI QIDQ5103010

Tianyi Chen, Qing Ling, Zhaoxian Wu, Georgios B. Giannakis

Publication date: 23 September 2022

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1912.12716

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (3)

Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data ⋮ Communication-efficient and privacy-preserving large-scale federated learning counteracting heterogeneity ⋮ Byzantine-robust loopless stochastic variance-reduced gradient

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