BN-SCAFFOLD: controlling the drift of Batch Normalization statistics in Federated Learning

Gonzalo Iñaki Quintana, Laurence Vancamberg, Vincent Jugnon +2

Federated Learning (FL) is gaining traction as a learning paradigm for training Machine Learning (ML) models in a decentralized way. Batch Normalization (BN) is ubiquitous in Deep…