Partial Knowledge Distillation for Alleviating the Inherent Inter-Class Discrepancy in Federated Learning

Xiaoyu Gan, Jingbo Jiang, Jingyang Zhu +3

Substantial efforts have been devoted to alleviating the impact of the long-tailed class distribution in federated learning. In this work, we observe an interesting phenomenon that…