FedeKD: Energy-Based Gating for Robust Federated Knowledge Distillation under Heterogeneous Settings

Quang-Huy Nguyen, Jiaqi Wang, Wei-shinn Ku

Federated learning (FL) operates in heterogeneous environments, where variations in data distributions and asymmetric model design often result in negative transfer. While federate…