Why Batch Normalization Damage Federated Learning on Non-IID Data?

Yanmeng Wang, Qingjiang Shi, Tsung-Hui Chang

As a promising distributed learning paradigm, federated learning (FL) involves training deep neural network (DNN) models at the network edge while protecting the privacy of the edg…