Counterfactually Fair Conformal Prediction

Ozgur Guldogan, Neeraj Sarna, Yuanyuan Li +1

While counterfactual fairness of point predictors is well studied, its extension to prediction sets--central to fair decision-making under uncertainty--remains underexplored. On th…