Accurate Fairness: Improving Individual Fairness without Trading
Accuracy

Accurate Fairness: Improving Individual Fairness without Trading Accuracy

18 May 2022

Papers citing "Accurate Fairness: Improving Individual Fairness without Trading Accuracy"

11 / 11 papers shown

Title
Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race) Pedram Bakhtiarifard Pınar Tözün Christian Igel Raghavendra Selvan 40 0 0 27 Feb 2025
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias Yizhi Liu Balaji Padmanabhan Siva Viswanathan 40 0 0 16 Feb 2025
A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning Caleb J. S. Barr Olivia Erdelyi Paul D. Docherty Randolph C. Grace FaML 63 0 0 10 Nov 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 56 0 0 13 Mar 2024
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI Soumili Das Shubhadip Nag Shreyyash Sharma Suparna Bhattacharya Sourangshu Bhattacharya 19 0 0 08 Mar 2024
Survey on AI Ethics: A Socio-technical Perspective Dave Mbiazi Meghana Bhange Maryam Babaei Ivaxi Sheth Patrik Joslin Kenfack 15 4 0 28 Nov 2023
Target specification bias, counterfactual prediction, and algorithmic fairness in healthcare Eran Tal CML OOD 22 9 0 03 Aug 2023
RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search Xuran Li Peng Wu Kaixiang Dong Zhen Zhang Yanting Chen AAML 19 0 0 18 May 2023
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 31 159 0 14 Jul 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,082 0 24 Oct 2016