CLoVE: Personalized Federated Learning through Clustering of Loss Vector Embeddings

Randeep Bhatia, Nikos Papadis, Murali Kodialam +2

We propose CLoVE (Clustering of Loss Vector Embeddings), a novel algorithm for Clustered Federated Learning (CFL). In CFL, clients are naturally grouped into clusters based on thei…