2025
Capture Global Feature Statistics for One-Shot Federated Learning
AAAI 2025technical
Traditional Federated Learning (FL) necessitates numerous rounds of communication between the server and clients, posing significant challenges including high communication costs, connection drop risks and susceptibility to privacy attacks. One-shot FL has become a compelling learning paradigm to ov…