Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization

no code implementations • 23 Aug 2022 • Gelei Xu, Yawen Wu, Jingtong Hu, Yiyu Shi

The framework is divided into two stages: In the first in-FL stage, clients with different skin types are trained in a federated learning process to construct a global model for all skin types.

Fairness Federated Learning