TowerDebias: A Novel Unfairness Removal Method Based on the Tower Property

Norman Matloff, Aditya Mittal

Decision-making processes have increasingly come to rely on sophisticated machine learning tools, raising critical concerns about the fairness of their predictions with respect to…