873 citations · 1.8k across the 33 of their papers we have counts for
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cs.DC2022★ 1 cited
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules
Zhaoxian Wu, Tianyi Chen, Qing Ling
This paper focuses on decentralized stochastic optimization in the presence of Byzantine attacks. During the optimization process, an unknown number of malfunctioning or malicious…
cs.DC2017
Robust Group LASSO Over Decentralized Networks
Manxi Wang, Yongcheng Li, Xiaohan Wei +1
This paper considers the recovery of group sparse signals over a multi-agent network, where the measurements are subject to sparse errors. We first investigate the robust group LAS…