Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare

Xenia Konti, Hans Riess, Manos Giannopoulos +4

In this paper, we address the challenge of heterogeneous data distributions in cross-silo federated learning by introducing a novel algorithm, which we term Cross-silo Robust Clust…