Understanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization

Dun Zeng, Zheshun Wu, Shiyu Liu +3

Federated Learning (FL) is a distributed learning approach that trains machine learning models across multiple devices while keeping their local data private. However, FL often fac…