Statistical Guarantees in the Search for Less Discriminatory Algorithms

Chris Hays, Ben Laufer, Solon Barocas +1

U.S. discrimination law can impose liability on firms that fail to adopt a less discriminatory alternative (LDA): a decision policy that achieves the same business objectives while…