HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning

Xumeng Wang, Wei Chen, Jiazhi Xia +3

Horizontal federated learning (HFL) enables distributed clients to train a shared model and keep their data privacy. In training high-quality HFL models, the data heterogeneity amo…