Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets

Yanjie Dong, Georgios B. Giannakis, Tianyi Chen +3

This work investigates fault-resilient federated learning when the data samples are non-uniformly distributed across workers, and the number of faulty workers is unknown to the cen…