Toward Fair Federated Learning under Demographic Disparities and Data Imbalance

Qiming Wu, Siqi Li, Doudou Zhou +1

Ensuring fairness is critical when applying artificial intelligence to high-stakes domains such as healthcare, where predictive models trained on imbalanced and demographically ske…