Advancing subgroup fairness via sleeping experts

18 September 2019

Papers citing "Advancing subgroup fairness via sleeping experts"

12 / 12 papers shown

Title
Oracle Efficient Online Multicalibration and Omniprediction Sumegha Garg Christopher Jung Omer Reingold Aaron Roth 23 18 0 18 Jul 2023
Group conditional validity via multi-group learning Samuel Deng Navid Ardeshir Daniel J. Hsu 35 1 0 07 Mar 2023
Comparative Learning: A Sample Complexity Theory for Two Hypothesis Classes Lunjia Hu Charlotte Peale 43 6 0 16 Nov 2022
Metric Entropy Duality and the Sample Complexity of Outcome Indistinguishability Lunjia Hu Charlotte Peale Omer Reingold 21 5 0 09 Mar 2022
Low-Degree Multicalibration Parikshit Gopalan Michael P. Kim M. Singhal Shengjia Zhao FaML UQCV 22 37 0 02 Mar 2022
Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification G. Rothblum G. Yona FaML 30 1 0 02 Oct 2021
Omnipredictors Parikshit Gopalan Adam Tauman Kalai Omer Reingold Vatsal Sharan Udi Wieder 33 47 0 11 Sep 2021
Online Minimax Multiobjective Optimization: Multicalibeating and Other Applications Daniel Lee Georgy Noarov Mallesh M. Pai Aaron Roth 19 13 0 09 Aug 2021
Multi-group Agnostic PAC Learnability G. Rothblum G. Yona FaML 36 38 0 20 May 2021
Fairness of Exposure in Stochastic Bandits Lequn Wang Yiwei Bai Wen Sun Thorsten Joachims FaML 24 49 0 03 Mar 2021
Outcome Indistinguishability Cynthia Dwork Michael P. Kim Omer Reingold G. Rothblum G. Yona 22 61 0 26 Nov 2020
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,091 0 24 Oct 2016