Xiaoyan Gu

Tackling Feature Skew in Heterogeneous Federated Learning with Semantic Enhancement

2024

A critical challenge in federated learning is data heterogeneity, compounded by varying local data distribution, thereby significantly impacting the performance of both local and global models. Prior works struggle to effectively address data heterogeneity but …