A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss

Hengrui Hu, Anai N. Kothari, Anjishnu Banerjee

Federated learning (FL) offers a privacy-preserving framework for distributed machine learning, enabling collaborative model training across diverse clients without centralizing se…