FedUV: Uniformity and Variance for Heterogeneous Federated Learning

Ha Min Son, Moon-Hyun Kim, Tai-Myoung Chung +2

Federated learning is a promising framework to train neural networks with widely distributed data. However, performance degrades heavily with heterogeneously distributed data. Rece…