Counterfactual Fairness by Combining Factual and Counterfactual Predictions

Zeyu Zhou, Tianci Liu, Ruqi Bai +3

In high-stake domains such as healthcare and hiring, the role of machine learning (ML) in decision-making raises significant fairness concerns. This work focuses on Counterfactual…