Fair prediction with disparate impact: A study of bias in recidivism prediction instruments

Alexandra Chouldechova

Recidivism prediction instruments (RPI's) provide decision makers with an assessment of the likelihood that a criminal defendant will reoffend at a future point in time. While such…