Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated
Decision Making

Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making

13 June 2018

Hoda Heidari

Claudio Ferrari

Krishna P. Gummadi

Papers citing "Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making"

14 / 14 papers shown

Title
Unfair Utilities and First Steps Towards Improving Them Frederik Hytting Jorgensen S. Weichwald J. Peters FaML 61 0 0 01 Jun 2023
Counterfactuals for the Future Lucius E.J. Bynum Joshua R. Loftus Julia Stoyanovich 33 10 0 07 Dec 2022
Achievement and Fragility of Long-term Equitability Andrea Simonetto Ivano Notarnicola 16 1 0 24 Jun 2022
Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy Atoosa Kasirzadeh FaML 25 39 0 02 Jun 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 13 29 0 02 Apr 2022
A Fair Empirical Risk Minimization with Generalized Entropy Young-Hwan Jin Jio Gim Tae-Jin Lee Young-Joo Suh FaML 19 1 0 24 Feb 2022
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 11 240 0 01 Oct 2021
Disaggregated Interventions to Reduce Inequality Lucius E.J. Bynum Joshua R. Loftus Julia Stoyanovich 39 13 0 01 Jul 2021
Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research A. Feder Cooper Ellen Abrams FaML 19 60 0 01 Feb 2021
Fairness through Social Welfare Optimization V. Chen J. N. Hooker 21 1 0 30 Jan 2021
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 14 84 0 18 Aug 2020
Explainable Deep Learning: A Field Guide for the Uninitiated Gabrielle Ras Ning Xie Marcel van Gerven Derek Doran AAML XAI 38 370 0 30 Apr 2020
Fair Generative Modeling via Weak Supervision Kristy Choi Aditya Grover Trisha Singh Rui Shu Stefano Ermon 28 134 0 26 Oct 2019
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity Hoda Heidari M. Loi Krishna P. Gummadi Andreas Krause FaML 6 121 0 10 Sep 2018