Tailored Federated Learning: Leveraging Direction Regulation & Knowledge Distillation

Huidong Tang, Chen Li, Huachong Yu +2

Federated learning (FL) has emerged as a transformative training paradigm, particularly invaluable in privacy-sensitive domains like healthcare. However, client heterogeneity in da…