Gradual (In)Compatibility of Fairness Criteria

9 September 2021

Papers citing "Gradual (In)Compatibility of Fairness Criteria"

9 / 9 papers shown

Title
Best Practices for Responsible Machine Learning in Credit Scoring Giovani Valdrighi Athyrson M. Ribeiro Jansen S. B. Pereira Vitoria Guardieiro Arthur Hendricks ... Juan David Nieto Garcia Felipe F. Bocca Thalita B. Veronese Lucas Wanner Marcos Medeiros Raimundo FaML 21 0 0 30 Sep 2024
A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition Faisal Hamman Sanghamitra Dutta 37 2 0 07 Jun 2024
A Note on Bias to Complete Jia Xu Mona Diab 41 2 0 18 Feb 2024
Reliability Gaps Between Groups in COMPAS Dataset Tim Räz 8 0 0 29 Aug 2023
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem Elena Gal Shaun Singh Aldo Pacchiano Benjamin Walker Terry Lyons Jakob N. Foerster FaML 18 0 0 15 Aug 2023
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future P. Hacker AILaw 13 59 0 25 Nov 2022
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines Falaah Arif Khan Eleni Manis Julia Stoyanovich FaML 9 15 0 06 Jul 2022
Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness Carolyn Ashurst Ryan Carey Silvia Chiappa Tom Everitt FaML 26 15 0 22 Feb 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 187 2,082 0 24 Oct 2016