FedHB: Hierarchical Bayesian Federated Learning

Minyoung Kim, Timothy Hospedales

We propose a novel hierarchical Bayesian approach to Federated Learning (FL), where our model reasonably describes the generative process of clients' local data via hierarchical Ba…