The Intersectionality Problem for Algorithmic Fairness

Johannes Himmelreich, Arbie Hsu, Kristian Lum +1

A yet unmet challenge in algorithmic fairness is the problem of intersectionality, that is, achieving fairness across the intersection of multiple groups -- and verifying that such…