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…