On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model

9 October 2023

Papers citing "On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model"

5 / 5 papers shown

Title
Reranking individuals: The effect of fair classification within-groups S. Goethals T. Calders FaML 17 1 0 24 Jan 2024
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 742 0 13 Dec 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,082 0 24 Oct 2016
Fairness Constraints: Mechanisms for Fair Classification Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi FaML 114 49 0 19 Jul 2015