Mingjun Xiao

SFedPO: Streaming Federated Learning with a Prediction Oracle under Temporal Shifts

Federated Learning (FL) enables decentralized clients to collaboratively train a global model without sharing raw data. However, most existing FL frameworks assume that clients train on static local datasets collected in advance or that the data follows a fixed underlying distribution, which limits …