Egalitarian Machine Learning

Author:

Castro ClintonORCID,O’Brien David,Schwan Ben

Publisher

Springer Science and Business Media LLC

Subject

Law,Philosophy

Reference30 articles.

1. Angwin, Julia, Jeff Larson, Surya Mattu, and Lauren Kirchner (2016). Machine bias: There’s software used across the country to predict future criminals and it’s biased against blacks. ProPublica. Retrieved from https://www.propublica.org/article/machine-bias-risk-assessmentsin-criminal-sentencing.

2. Arneson, R., and S. Hurley. 2001. Luck and equality. Proceedings of the Aristotelian Society 75: 51–90.

3. Arneson, R. 2015. Equality of opportunity. In The Stanford encyclopedia of philosophy (Summer 2015 Edition), Edward N. Zalta (ed.), URL = .

4. Binns, Reuben. 2018. Fairness in machine learning: Lessons from political philosophy. In Conference on fairness, accountability and transparency, 149-159. PMLR

5. Brighouse, H., Geron, T., and Levinson, M. (forthcoming). Conceptions of educational equity. AERA Open.

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