The Pursuit of Fairness in Artificial Intelligence Models: A Survey

26 March 2024

Papers citing "The Pursuit of Fairness in Artificial Intelligence Models: A Survey"

12 / 12 papers shown

Title
Testing Individual Fairness in Graph Neural Networks Roya Nasiri 24 0 0 25 Apr 2025
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 31 0 0 25 Feb 2025
INFELM: In-depth Fairness Evaluation of Large Text-To-Image Models Di Jin Xing Liu Yu Liu Jia Qing Yap Andrea Wong Adriana Crespo Qi Lin Zhiyuan Yin Qiang Yan Ryan Ye EGVM VLM 153 0 0 10 Jan 2025
How Do Artificial Intelligences Think? The Three Mathematico-Cognitive Factors of Categorical Segmentation Operated by Synthetic Neurons Michael Pichat William Pogrund Armanush Gasparian Paloma Pichat Samuel Demarchi Michael Veillet-Guillem 42 3 0 26 Dec 2024
Programming with AI: Evaluating ChatGPT, Gemini, AlphaCode, and GitHub Copilot for Programmers Md Kamrul Siam Huanying Gu Jerry Q. Cheng ELM 38 5 0 14 Nov 2024
Revisiting Technical Bias Mitigation Strategies Abdoul Jalil Djiberou Mahamadou Artem A. Trotsyuk 31 0 0 22 Oct 2024
Rolling in the deep of cognitive and AI biases Athena Vakali Nicoleta Tantalaki 24 1 0 30 Jul 2024
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems Eric Yang Yu Zhizhen Qin Min Kyung Lee Sicun Gao OffRL 37 15 0 22 Oct 2022
Bias Mimicking: A Simple Sampling Approach for Bias Mitigation Maan Qraitem Kate Saenko Bryan A. Plummer 61 34 0 30 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 319 11,953 0 04 Mar 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,087 0 24 Oct 2016