Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction

Christina Wadsworth
Christina Wadsworth
Francesca Vera
Francesca Vera

arXiv: Learning, Volume abs/1807.00199, 2018.

Cited by: 31|Bibtex|Views3
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

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 scores is Northpointeu0027s Correctional Offender Management Profiling for Alternative Sanctions (COMPAS) score, used in states like California and Florida, which pa...More

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