Attainability and Optimality: The Equalized Odds Fairness Revisited

Zeyu Tang, Kun Zhang

Abstract: Fairness of machine learning algorithms has been of increasing interest. In order to suppress or eliminate discrimination in prediction, various notions as well as approaches have been proposed to ...