A guide to formulating fairness in an optimization model VX Chen, JN Hooker Annals of Operations Research, 2023 | 78* | 2023 |
Solvability of implicit final size equations for SIR epidemic models S Bidari, X Chen, D Peters, D Pittman, PL Simon Mathematical biosciences 282, 181-190, 2016 | 25 | 2016 |
Combining leximax fairness and efficiency in a mathematical programming model VX Chen, JN Hooker European Journal of Operational Research 299 (1), 235-248, 2022 | 20 | 2022 |
A Just Approach Balancing Rawlsian Leximax Fairness and Utilitarianism VX Chen, JN Hooker Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 221-227, 2020 | 18 | 2020 |
Fairness through Optimization VX Chen, JN Hooker arXiv preprint arXiv:2102.00311, 2021 | 10 | 2021 |
Online convex optimization perspective for learning from dynamically revealed preferences VX Chen, F Kılınç-Karzan arXiv preprint arXiv:2008.10460, 2020 | 8 | 2020 |
Balancing fairness and efficiency in an optimization model VX Chen, JN Hooker arXiv preprint arXiv:2006.05963, 2020 | 7 | 2020 |
Equipping Federated Graph Neural Networks with Structure-aware Group Fairness N Cui, X Wang, WH Wang, V Chen, Y Ning 2023 IEEE International Conference on Data Mining (ICDM), 980-985, 2023 | 1 | 2023 |
Local justice and machine learning: Modeling and inferring dynamic ethical preferences toward allocations VX Chen, J Williams, D Leben, H Heidari Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 5956-5964, 2023 | 1 | 2023 |
Fairness Methods in Optimization and Artificial Intelligence X Chen Carnegie Mellon University, 2022 | 1 | 2022 |
Assessing Group Fairness with Social Welfare Optimization V Chen, JN Hooker, D Leben International Conference on the Integration of Constraint Programming …, 2024 | | 2024 |
Local Causal Discovery for Structural Evidence of Direct Discrimination J Maasch, K Gan, V Chen, A Orfanoudaki, NJ Akpinar, F Wang arXiv preprint arXiv:2405.14848, 2024 | | 2024 |