Optimal and Fair Encouragement Policy Evaluation and Learning

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Optimal and Fair Encouragement Policy Evaluation and Learning

12 September 2023

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Papers citing "Optimal and Fair Encouragement Policy Evaluation and Learning"

8 / 8 papers shown

Title
"If it didn't happen, why would I change my decision?": How Judges Respond to Counterfactual Explanations for the Public Safety Assessment Yaniv Yacoby Ben Green Christopher L. Griffin Finale Doshi Velez 74 17 0 11 May 2022
Safe Policy Learning through Extrapolation: Application to Pre-trial Risk Assessment Eli Ben-Michael D. J. Greiner Kosuke Imai Zhichao Jiang OffRL 188 22 0 22 Sep 2021
Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making Alex Chohlas-Wood Madison Coots Henry Zhu Emma Brunskill Sharad Goel FaML 53 25 0 18 Sep 2021
Fairness, Welfare, and Equity in Personalized Pricing Nathan Kallus Angela Zhou 56 40 0 21 Dec 2020
Algorithmic Risk Assessments Can Alter Human Decision-Making Processes in High-Stakes Government Contexts Ben Green Yiling Chen 35 61 0 09 Dec 2020
Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding Nathan Kallus Xiaojie Mao Angela Zhou CML 61 94 0 05 Oct 2018
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 230 1,105 0 06 Mar 2018
The Offset Tree for Learning with Partial Labels A. Beygelzimer John Langford 319 185 0 21 Dec 2008

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