2023
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
ICCV 2023poster
Federated Learning (FL) is a decentralized machine learning paradigm, in which multiple clients collaboratively train neural networks without centralizing their local data, and hence preserve data privacy. However, real-world FL applications usually encounter challenges arising from distribution shi…