Federated Learning with Superquantile Aggregation for Heterogeneous Data

Krishna Pillutla, Yassine Laguel, Jérôme Malick +1

We present a federated learning framework that is designed to robustly deliver good predictive performance across individual clients with heterogeneous data. The proposed approach…