Browsing Selected Works by Joi Ito by Subject "causal inference, criminal justice, interventions, risk assessment tools"

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    • Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment 

      Barabas, Chelsea; Dinakar, Karthik; Ito, Joichi; Virza, Madars; Zittrain, Jonathan L. (Proceedings of Machine Learning Research, 2017)
      Actuarial risk assessments might be unduly perceived as a neutral way to counteract implicit bias and increase the fairness of decisions made at almost every juncture of the criminal justice system, from pretrial release ...