Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification

Zhipeng Deng, Yuqiao Yang, Kenji Suzuki

Federated Learning (FL) enables multiple institutes to train models collaboratively without sharing private data. Current FL research focuses on communication efficiency, privacy p…