Zheyu Qiu

On the Impact of Data Heterogeneity in Federated Learning: A Case Study on Air Quality Prediction

Empirical data on the impact of data heterogeneity on federated learning is provided, and it is proved that federated learning can be a viable alternative in privacy-sensitive environmental prediction problems.