FedeKD: Energy-Based Gating for Robust Federated Knowledge Distillation under Heterogeneous Settings
arXiv:2605.05553v1 Announce Type: new
Abstract: Federated learning (FL) operates in heterogeneous environments, where variations in data distributions and asymmetric model design often result in negative transfer. While federated knowledge distillatio…