Statistical Equity: A Fairness Classification Objective

14 May 2020

Papers citing "Statistical Equity: A Fairness Classification Objective"

8 / 8 papers shown

Title
Large Language Models Still Exhibit Bias in Long TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wonje Jeung Dongjae Jeon Ashkan Yousefpour Jonghyun Choi ALM 269 11 0 23 Oct 2024
Retiring $Δ$ DP: New Distribution-Level Metrics for Demographic Parity Xiaotian Han Zhimeng Jiang Hongye Jin Zirui Liu Na Zou Qifan Wang Helen Zhou 179 4 0 31 Jan 2023
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes Keziah Naggita J. C. Aguma FaML 113 3 0 18 Apr 2022
Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing InterventionsInternational Conference on Information and Knowledge Management (CIKM), 2022 Bhavya Ghai Mihir A. Mishra Klaus Mueller 137 9 0 08 Feb 2022
Attributing Fair Decisions with Attention Interventions Ninareh Mehrabi Umang Gupta Fred Morstatter Greg Ver Steeg Aram Galstyan 105 22 0 08 Sep 2021
Controllable Guarantees for Fair Outcomes via Contrastive Information EstimationAAAI Conference on Artificial Intelligence (AAAI), 2021 Umang Gupta Aaron Ferber B. Dilkina Greg Ver Steeg 160 68 0 11 Jan 2021
Exacerbating Algorithmic Bias through Fairness AttacksAAAI Conference on Artificial Intelligence (AAAI), 2020 Ninareh Mehrabi Muhammad Naveed Fred Morstatter Aram Galstyan AAML 125 72 0 16 Dec 2020
A Survey on Bias and Fairness in Machine LearningACM Computing Surveys (ACM CSUR), 2019 Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 913 4,982 0 23 Aug 2019