REPA: Client Clustering without Training and Data Labels for Improved Federated Learning in Non-IID Settings

Boris Radovič, Veljko Pejović

Clustering clients into groups that exhibit relatively homogeneous data distributions represents one of the major means of improving the performance of federated learning (FL) in n…