Personalized Federated Learning via Variance-Aware Nonparametric Empirical Bayes

Jae Ho Chang, Arnab Auddy, Subhadeep Paul

We develop a new approach to Personalized Federated Learning across heterogeneous clients using Nonparametric Empirical Bayes (NPEB). Leveraging the asymptotic normality of local p…