Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning

Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning

IEEE Transactions on Evolutionary Computation (TEVC), 2022

30 October 2022

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Papers citing "Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning"

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Title
Expanding Horizons of Level Diversity via Multi-objective Evolutionary LearningIEEE Transactions on Artificial Intelligence (IEEE TAI), 2025 Qingquan Zhang Ziqi Wang Yuchen Li Keyuan Zhang Bo Yuan Jialin Liu 132 1 0 29 Sep 2025
Understanding trade-offs in classifier bias with quality-diversity optimization: an application to talent management Catalina M Jaramillo Paul Squires Julian Togelius 312 2 0 25 Nov 2024
Exploring Accuracy-Fairness Trade-off in Large Language Models Qingquan Zhang Qiqi Duan Bo Yuan Yuhui Shi Qingbin Liu 275 2 0 21 Nov 2024
Best Practices for Responsible Machine Learning in Credit Scoring Giovani Valdrighi Athyrson M. Ribeiro Jansen S. B. Pereira Vitoria Guardieiro Arthur Hendricks ... Juan David Nieto Garcia Felipe F. Bocca Thalita B. Veronese Lucas Wanner Marcos Medeiros Raimundo FaML 272 3 0 30 Sep 2024
Interpreting Multi-objective Evolutionary Algorithms via Sokoban Level Generation Qingquan Zhang Yuchen Li Yuhang Lin Handing Wang Jialin Liu 255 2 0 15 Jun 2024
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects Javier Poyatos Javier Del Ser Salvador Garcia H. Ishibuchi Daniel Molina I. Triguero Bing Xue Xin Yao Francisco Herrera 304 3 0 03 Jun 2024
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams Pivithuru Thejan Amarasinghe Diem Pham Binh Tran Su Nguyen Yuan Sun D. Alahakoon 151 0 0 18 Apr 2024
Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology SearchIEEE Transactions on Evolutionary Computation (IEEE TEVC), 2023 Chao Wang Licheng Jiao Jiaxuan Zhao Lingling Li Xu Liu Fan Liu Shuyuan Yang 183 7 0 06 Feb 2023