ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification

Vasilis Siomos, Sergio Naval-Marimont, Jonathan Passerat-Palmbach +1

Federated Learning (FL) is a collaborative training paradigm that allows for privacy-preserving learning of cross-institutional models by eliminating the exchange of sensitive data…