Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding

19 December 2022

Papers citing "Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding"

4 / 4 papers shown

Title
Predictive Performance Comparison of Decision Policies Under Confounding Luke M. Guerdan Amanda Coston Kenneth Holstein Zhiwei Steven Wu OffRL 34 0 0 01 Apr 2024
Counterfactual Prediction Under Outcome Measurement Error Luke M. Guerdan Amanda Coston Kenneth Holstein Zhiwei Steven Wu 29 15 0 22 Feb 2023
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms Amanda Coston Anna Kawakami Haiyi Zhu Kenneth Holstein Hoda Heidari 52 34 0 30 Jun 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,087 0 24 Oct 2016