FACT: A Diagnostic for Group Fairness Trade-offs

Joon Sik Kim, Jiahao Chen, Ameet Talwalkar

Abstract: Group fairness, a class of fairness notions that measure how different groups of individuals are treated differently according to their protected attributes, has been shown to conflict with one ano...