Multi-Level Branched Regularization for Federated Learning

Jinkyu Kim, Geeho Kim, Bohyung Han

Abstract: A critical challenge of federated learning is data heterogeneity and imbalance across clients, which leads to inconsistency between local networks and unstable convergence of global models. To alle...