Ivana Dusparic

Discovering Collaboration from Novelty: Random Network Distillation for Clustered Federated Learning

Davide Domini, Gianluca Aguzzi, Ivana Dusparic, Danilo Pianini, Mirko Viroli

Federated Learning often suffers under non-independently and identically distributed data, where a single global model may fail to represent the diversity of client distributions. Clustered Federated Learning mitigates this issue by training specialized models for groups of simil…Read more