The Fairness of Credit Scoring Models

20 May 2022

Papers citing "The Fairness of Credit Scoring Models"

9 / 9 papers shown

Title
The influence of missing data mechanisms and simple missing data handling techniques on fairness Aeysha Bhatti Trudie Sandrock Johane Nienkemper-Swanepoel FaML 66 0 0 10 Mar 2025
An experimental study on fairness-aware machine learning for credit scoring problem Huyen Giang Thi Thu Thang Viet Doan Tai Le Quy FaML 33 0 0 31 Dec 2024
Assistive AI for Augmenting Human Decision-making Natabara Máté Gyöngyössy Bernát Török Csilla Farkas Laura Lucaj Attila Menyhárd Krisztina Menyhárd-Balázs András Simonyi Patrick van der Smagt Zsolt Ződi András Lőrincz 34 0 0 18 Oct 2024
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity S. Kim Stefan Lessmann G. Andreeva Michael Rovatsos FaML 11 4 0 01 Aug 2023
Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning N. Matloff 11 0 0 13 Oct 2022
Algorithmic decision making methods for fair credit scoring Darie Moldovan FaML 25 7 0 16 Sep 2022
Learning Fair Models without Sensitive Attributes: A Generative Approach Huaisheng Zhu Suhang Wang FaML 26 10 0 30 Mar 2022
GAM(L)A: An econometric model for interpretable Machine Learning Emmanuel Flachaire Gilles Hacheme Sullivan Hué S. Laurent 11 0 0 17 Mar 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,082 0 24 Oct 2016