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Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets
Sociological Methods & Research ( IF 6.5 ) Pub Date : 2023-03-13 , DOI: 10.1177/00491241231155883
Richard A. Berk 1 , Arun Kumar Kuchibhotla 2 , Eric Tchetgen Tchetgen 1
Affiliation  

In the United States and elsewhere, risk assessment algorithms are being used to help inform criminal justice decision-makers. A common intent is to forecast an offender’s “future dangerousness.” S...

中文翻译:

使用最优传输和共形预测集提高刑事司法算法风险评估的公平性

在美国和其他地方,风险评估算法被用来帮助告知刑事司法决策者。一个共同的意图是预测罪犯的“未来危险性”。小...
更新日期:2023-03-13
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