On the Moral Justification of Statistical Parity

Author:

Hertweck Corinna1,Heitz Christoph2,Loi Michele3

Affiliation:

1. Zurich University of Applied Sciences, University of Zurich

2. Zurich University of Applied Sciences

3. University of Zurich

Funder

Swiss National Science Foundation (SNSF)

Publisher

ACM

Reference40 articles.

1. Fairness in representation: quantifying stereotyping as a representational harm

2. The New Housing Segregation: The Jim Crow Effects of Crime-Free Housing Ordinances

3. Solon Barocas Moritz Hardt and Arvind Narayanan. 2020. Fairness and Machine Learning. Solon Barocas Moritz Hardt and Arvind Narayanan. 2020. Fairness and Machine Learning.

4. Rachel KE Bellamy Kuntal Dey Michael Hind Samuel C Hoffman Stephanie Houde Kalapriya Kannan Pranay Lohia Jacquelyn Martino Sameep Mehta Aleksandra Mojsilovic etal 2018. AI Fairness 360: An extensible toolkit for detecting understanding and mitigating unwanted algorithmic bias. arXiv preprint arXiv:1810.01943 (2018). Rachel KE Bellamy Kuntal Dey Michael Hind Samuel C Hoffman Stephanie Houde Kalapriya Kannan Pranay Lohia Jacquelyn Martino Sameep Mehta Aleksandra Mojsilovic et al. 2018. AI Fairness 360: An extensible toolkit for detecting understanding and mitigating unwanted algorithmic bias. arXiv preprint arXiv:1810.01943 (2018).

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