2024
Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
ICLR 2024poster
One-shot Federated Learning (OFL) has become a promising learning paradigm, enabling the training of a global server model via a single communication round. In OFL, the server model is aggregated by distilling knowledge from all client models (the ensemble), which are also responsible for synthesizi…