Combining Leximax Fairness and Efficiency in a Mathematical Programming Model
Violet (Xinying) Chen, J.N. Hooker, European Journal of Operational Research, August 2021.
Publications
Journal Articles
Conference Proceedings
A Just Approach Balancing Rawlsian Leximax Fairness and Utilitarianism
Violet (Xinying) Chen, J.N. Hooker, 2020 AAAI/ACM Conference on AI, Ethics, and Society (AIES ’20), February 2020.
Preprints under Review/in Preparation
Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences around High-stakes Allocations
Violet (Xinying) Chen, Joshua Williams, Hoda Heidari, Derek Leben, Poster (Non-archival) at second ACM conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO 2022), October 2022.
Preprint available upon request
A Guide to Formulating Equity and Fairness in an Optimization Model
Violet (Xinying) Chen, J.N. Hooker, 2nd Round Revision, Annals of Operations Research, August 2022.
Online Convex Optimization Perspective for Learning from Dynamically Revealed Preferences
Violet (Xinying) Chen, Fatma Kılınç-Karzan, ArXiv: 2008.10460, 2021.