most citedByzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

7 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2020★ 7 cited

Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data

Jie Peng, Zhaoxian Wu, Qing Ling +1

We consider the federated learning problem where data on workers are not independent and identically distributed (i.i.d.). During the learning process, an unknown number of Byzanti…

math.OC2020★ 1 cited

Byzantine-Robust Decentralized Stochastic Optimization over Static and Time-Varying Networks

Jie Peng, Weiyu Li, Qing Ling

In this paper, we consider the Byzantine-robust stochastic optimization problem defined over decentralized static and time-varying networks, where the agents collaboratively minimi…