Optimising Communication Overhead in Federated Learning Using NSGA-II

José Ángel Morell, Zakaria Abdelmoiz Dahi, Francisco Chicano +2

Federated learning is a training paradigm according to which a server-based model is cooperatively trained using local models running on edge devices and ensuring data privacy. The…