1. Arthur Asuncion and David Newman. 2007. UCI machine learning repository. Arthur Asuncion and David Newman. 2007. UCI machine learning repository.
2. Solon Barocas , Moritz Hardt , and Arvind Narayanan . 2017 . Fairness in machine learning . NIPS Tutorial , Vol. 1 (2017). Solon Barocas, Moritz Hardt, and Arvind Narayanan. 2017. Fairness in machine learning. NIPS Tutorial, Vol. 1 (2017).
3. Accuracy and Fairness for Juvenile Justice Risk Assessments
4. Muhammad Bilal Zafar , Isabel Valera , Manuel Gomez Rodriguez, and Krishna P Gummadi . 2016 . Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment. ArXiv e-prints (2016), arXiv--1610. Muhammad Bilal Zafar, Isabel Valera, Manuel Gomez Rodriguez, and Krishna P Gummadi. 2016. Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment. ArXiv e-prints (2016), arXiv--1610.
5. Stephen Boyd , Stephen P Boyd , and Lieven Vandenberghe . 2004. Convex optimization . Cambridge university press . Stephen Boyd, Stephen P Boyd, and Lieven Vandenberghe. 2004. Convex optimization. Cambridge university press.