Preference-Informed Fairness

v1v2 (latest)

Preference-Informed Fairness

3 April 2019

Aleksandra Korolova

ArXiv (abs)PDF HTML

Papers citing "Preference-Informed Fairness"

12 / 12 papers shown

Title
Multi-Category Fairness in Sponsored Search Auctions Shuchi Chawla Christina Ilvento Meena Jagadeesan 35 1 0 20 Jun 2019
An Algorithmic Framework for Fairness Elicitation Christopher Jung Michael Kearns Seth Neel Aaron Roth Logan Stapleton Zhiwei Steven Wu FedML FaML 55 56 0 25 May 2019
Average Individual Fairness: Algorithms, Generalization and Experiments Michael Kearns Aaron Roth Saeed Sharifi-Malvajerdi FaML FedML 114 86 0 25 May 2019
Envy-Free Classification Maria-Florina Balcan Travis Dick Ritesh Noothigattu Ariel D. Procaccia FaML 65 39 0 23 Sep 2018
Fairness Under Composition Cynthia Dwork Christina Ilvento FaML 98 127 0 15 Jun 2018
Probably Approximately Metric-Fair Learning G. Rothblum G. Yona FaML FedML 65 86 0 08 Mar 2018
Fairness Through Computationally-Bounded Awareness Michael P. Kim Omer Reingold G. Rothblum FaML 89 146 0 08 Mar 2018
Online Learning with an Unknown Fairness Metric Stephen Gillen Christopher Jung Michael Kearns Aaron Roth FaML 73 144 0 20 Feb 2018
Calibration for the (Computationally-Identifiable) Masses Úrsula Hébert-Johnson Michael P. Kim Omer Reingold G. Rothblum FaML 75 88 0 22 Nov 2017
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns Seth Neel Aaron Roth Zhiwei Steven Wu FaML 202 784 0 14 Nov 2017
From Parity to Preference-based Notions of Fairness in Classification Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi Adrian Weller FaML 92 208 0 30 Jun 2017
Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination Amit Datta Michael Carl Tschantz Anupam Datta 84 735 0 27 Aug 2014