On the Problem of Underranking in Group-Fair Ranking

Sruthi Gorantla, Amit Deshpande, Anand Louis

Abstract: Bias in ranking systems, especially among the top ranks, can worsen social and economic inequalities, polarize opinions, and reinforce stereotypes. On the other hand, a bias correction for minority...