Mingjian Zhi

Knowledge-Aware Parameter Coaching for Personalized Federated Learning

Personalized Federated Learning (pFL) can effectively exploit the non-IID data from distributed clients by customizing personalized models. Existing pFL methods either simply take the local model as a whole for aggregation or require significant training overhead to induce the inter-client personali…