Qiqi Liu

Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning

2024 · arXiv (Cornell University)

There is growing research interest in measuring the statistical heterogeneity of clients' local datasets. Such measurements are used to estimate the suitability for collaborative training of personalized federated learning (PFL) models. Currently, these research endeavors …