Differential Parity: Relative Fairness Between Two Sets of Decisions

Zhe Yu, Xiaoyin Xi, Pranam Prakash Shetty

With AI systems widely applied to assist humans in decision-making processes such as talent hiring, school admission, and loan approval; there is an increasing need to ensure that…