Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds

4 June 2019

Papers citing "Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds"

5 / 5 papers shown

Title
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment Nathan Kallus 38 22 0 20 May 2022
The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies Riccardo Fogliato Alexandra Chouldechova Zachary Chase Lipton 26 31 0 03 Sep 2021
Transfer of Machine Learning Fairness across Domains Candice Schumann Xuezhi Wang Alex Beutel Jilin Chen Hai Qian Ed H. Chi 35 69 0 24 Jun 2019
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric Nathan Kallus Angela Zhou 14 73 0 15 Feb 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016