1. Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, and Hanna Wallach. 2018. A Reductions Approach to Fair Classification. In Proceedings of the 35th International Conference on Machine Learning. PMLR, 60–69.
2. Kenneth Arrow. 1971. The Theory of Discrimination. Labor Economics vol 4 (1971).
3. Richard Berk, Hoda Heidari, Shahin Jabbari, Michael Kearns, and Aaron Roth. 2017. Fairness in Criminal Justice Risk Assessments: The State of the Art. arXiv:1703.09207 [stat] (March 2017). arxiv:1703.09207 [stat]
4. Stephen P. Boyd and Lieven Vandenberghe. 2004. Convex Optimization. Cambridge University Press, Cambridge, UK ; New York.
5. Gavin Brown, Shlomi Hod, and Iden Kalemaj. 2022. Performative Prediction in a Stateful World. In International Conference on Artificial Intelligence and Statistics.