Consistent End-to-End Estimation for Counterfactual Fairness

Yuchen Ma, Valentyn Melnychuk, Dennis Frauen +1

Fairness in predictions is of direct importance in practice due to legal, ethical, and societal reasons. This is often accomplished through counterfactual fairness, which ensures t…