Complex equality and the abstractness of statistical fairness: using social goods to analyze a CV scanner and a welfare fraud detector

Author:

Wielinga BaukeORCID

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences

Reference43 articles.

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3. Angwin, J., Larson, J., Mattu, S., Kirchner, L.: Machine Bias. ProPublica. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing. Accessed 26 Sep 2023

4. Barabas, C. Virza, M. Dinakar, K. Ito, J., Zittrain, J.: Interventions over predictions: reframing the ethical debate for actuarial risk assessment. In Proceedings of the 1st conference on fairness, accountability and transparency, PMLR, pp. 62–76. https://proceedings.mlr.press/v81/barabas18a.html (2018). Accessed 24 Sep 2023

5. Barocas, S., Hardt, M., Narayanan, A.: Fairness and machine learning. fairmlbook.org. (2018)

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