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

13 June 2018

Hoda Heidari

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

23 / 23 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
Dividing Good and Better Items Among Agents with Bivalued Submodular Valuations Cyrus Cousins Vignesh Viswanathan Yair Zick 19 0 0 06 Feb 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 18 1 0 24 Jun 2022
Algorithmic Fairness and Structural Injustice: Insights from Feminist Political Philosophy Atoosa Kasirzadeh FaML 33 39 0 02 Jun 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 17 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 22 1 0 24 Feb 2022
Regulatory Instruments for Fair Personalized Pricing Renzhe Xu Xingxuan Zhang Pengbi Cui Yangqiu Song Zheyan Shen Jiazheng Xu 21 15 0 09 Feb 2022
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 13 243 0 01 Oct 2021
Fairness Through Counterfactual Utilities Jack Blandin Ian A. Kash FaML 43 2 0 11 Aug 2021
Disaggregated Interventions to Reduce Inequality Lucius E.J. Bynum Joshua R. Loftus Julia Stoyanovich 42 13 0 01 Jul 2021
Information Discrepancy in Strategic Learning Yahav Bechavod Chara Podimata Zhiwei Steven Wu Juba Ziani 46 46 0 01 Mar 2021
Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research A. Feder Cooper Ellen Abrams FaML 30 60 0 01 Feb 2021
Fairness through Social Welfare Optimization V. Chen J. N. Hooker 24 2 0 30 Jan 2021
Fairness, Welfare, and Equity in Personalized Pricing Nathan Kallus Angela Zhou 27 39 0 21 Dec 2020
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 22 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 55 371 0 30 Apr 2020
Fair Generative Modeling via Weak Supervision Kristy Choi Aditya Grover Trisha Singh Rui Shu Stefano Ermon 38 133 0 26 Oct 2019
Avoiding Resentment Via Monotonic Fairness G. W. Cole Sinead Williamson FaML 27 7 0 03 Sep 2019
Fair Classification and Social Welfare Lily Hu Yiling Chen FaML 32 88 0 01 May 2019
Fairness risk measures Robert C. Williamson A. Menon FaML 36 135 0 24 Jan 2019
Eliminating Latent Discrimination: Train Then Mask Soheil Ghili Ehsan Kazemi Amin Karbasi FaML 27 9 0 12 Nov 2018
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 14 120 0 10 Sep 2018