User-Centric Federated Learning: Trading off Wireless Resources for Personalization

Mohamad Mestoukirdi, Matteo Zecchin, David Gesbert +1

Statistical heterogeneity across clients in a Federated Learning (FL) system increases the algorithm convergence time and reduces the generalization performance, resulting in a lar…