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recidivism prediction

6 papers

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Co-occurring keywords · papers mentioning both

algorithmic fairness (2) causal inference (2) fairness analysis (1) racial bia (1) limited feedback (1) algorithmic auditing (1) model class reliance (1) criminal justice (1) nonparametric estimator (1) counterfactual classification (1)

Papers

WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts NeurIPS 2023 Doubly Robust Counterfactual Classification NeurIPS 2022 Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract) AAAI 2020 Auditing ML Models for Individual Bias and Unfairness AISTATS 2020 All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019 Decision making with limited feedback ALT 2018