Fair Prediction with Endogenous Behavior

Christopher Jung, Sampath Kannan, Changhwa Lee +3

There is increasing regulatory interest in whether machine learning algorithms deployed in consequential domains (e.g. in criminal justice) treat different demographic groups "fair…