most citedIn Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction

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stat.AP2018

The age of secrecy and unfairness in recidivism prediction

Cynthia Rudin, Caroline Wang, Beau Coker

In our current society, secret algorithms make important decisions about individuals. There has been substantial discussion about whether these algorithms are unfair to groups of i…