Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning

Zhilong Li, Xiaohu Wu, Xiaoli Tang +6

There is growing research interest in measuring the statistical heterogeneity of clients' local datasets. Such measurements are used to estimate the suitability for collaborative t…