Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction

Christina Wadsworth, Francesca Vera, Chris Piech

Recidivism prediction scores are used across the USA to determine sentencing and supervision for hundreds of thousands of inmates. One such generator of recidivism prediction score…