10 citations · 15 across the 5 of their papers we have counts for
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math.OC2023★ 10 cited
The Barzilai-Borwein Method for Distributed Optimization over Unbalanced Directed Networks
Jinhui Hu, Xin Chen, Lifeng Zheng +2
This paper studies optimization problems over multi-agent systems, in which all agents cooperatively minimize a global objective function expressed as a sum of local cost functions…
math.OC2023★ 5 cited
Prox-DBRO-VR: A Unified Analysis on Byzantine-Resilient Decentralized Stochastic Composite Optimization with Variance Reduction and Non-Asymptotic Convergence Rates
Jinhui Hu, Guo Chen, Huaqing Li +3
Decentralized stochastic gradient algorithms efficiently solve large-scale finite-sum optimization problems when all agents in the network are reliable. However, most of these algo…