Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds

Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova

In domains such as criminal justice, medicine, and social welfare, decision makers increasingly have access to algorithmic Risk Assessment Instruments (RAIs). RAIs estimate the ris…