Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results

4 December 2022

Papers citing "Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results"

9 / 9 papers shown

Title
Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery Aida Rahmattalabi P. Vayanos Kathryn Dullerud Eric Rice 44 20 0 25 Jan 2022
Local Justice and the Algorithmic Allocation of Societal Resources Sanmay Das 18 4 0 10 Nov 2021
Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policy Kit T. Rodolfa Hemank Lamba Rayid Ghani 60 88 0 05 Dec 2020
Robust Active Preference Elicitation P. Vayanos Yin-Fang Ye Duncan C. McElfresh John P. Dickerson Eric Rice OffRL 22 14 0 04 Mar 2020
Fair Algorithms for Learning in Allocation Problems Hadi Elzayn S. Jabbari Christopher Jung Michael Kearns Seth Neel Aaron Roth Zachary Schutzman FaML 29 96 0 30 Aug 2018
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 154 1,094 0 06 Mar 2018
Groupwise Maximin Fair Allocation of Indivisible Goods Siddharth Barman Arpita Biswas Sanath Kumar Krishnamurthy Y. Narahari 34 64 0 21 Nov 2017
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 91 1,762 0 19 Sep 2016
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 147 1,978 0 11 Dec 2014