A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled?

Claire Lazar Reich, Suhas Vijaykumar

Decision makers increasingly rely on algorithmic risk scores to determine access to binary treatments including bail, loans, and medical interventions. In these settings, we reconc…