Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines

Author:

Arif Khan Falaah1,Manis Eleni2,Stoyanovich Julia1

Affiliation:

1. New York University, USA

2. Surveillance Technology Oversight Project, USA

Funder

National Science Foundation

Publisher

ACM

Reference33 articles.

1. Ban the Box, Criminal Records, and Racial Discrimination: A Field Experiment*

2. Elizabeth Anderson . 2010. The Imperative of Integration . Princeton University Press . Elizabeth Anderson. 2010. The Imperative of Integration. Princeton University Press.

3. Elizabeth  S. Anderson . 1999. What Is the Point of Equality?Ethics 109, 2 ( 1999 ), 287–337. https://doi.org/10.1086/233897 10.1086/233897 Elizabeth S. Anderson. 1999. What Is the Point of Equality?Ethics 109, 2 (1999), 287–337. https://doi.org/10.1086/233897

4. Julia Angwin , Jeff Larson , Surya Mattu , and Lauren Kirchner . 2016. Machine Bias. ProPublica ( 2016 ). Julia Angwin, Jeff Larson, Surya Mattu, and Lauren Kirchner. 2016. Machine Bias. ProPublica (2016).

5. Falaah Arif Khan , Eleni Manis , and Julia Stoyanovich . 2021 . Translation tutorial: Fairness and Friends . In 2021 ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery. Falaah Arif Khan, Eleni Manis, and Julia Stoyanovich. 2021. Translation tutorial: Fairness and Friends. In 2021 ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery.

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1. The Conflict Between Algorithmic Fairness and Non-Discrimination: An Analysis of Fair Automated Hiring;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03

2. A Critical Survey on Fairness Benefits of Explainable AI;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03

3. Algorithmic Pluralism: A Structural Approach To Equal Opportunity;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03

4. The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice;2023 ACM Conference on Fairness, Accountability, and Transparency;2023-06-12

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