Fairness Under Unawareness: A New Estimator Reduces Disparity When Protected Class Is Unobserved

Du, Kaixin and Ji, Yanhao and Sun, Fanxin and Zhu, Yuanli (2024) Fairness Under Unawareness: A New Estimator Reduces Disparity When Protected Class Is Unobserved. In: Proceedings of the 3rd International Conference on Public Management and Big Data Analysis, PMBDA 2023, December 15–17, 2023, Nanjing, China.

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Abstract

Fairness has become an important topic in recent years. Since the boosting development of the society and economy, discrimination against certain disadvantaged groups or communities has been considered a great issue that needs to be detected and prevented seriously. Some real-world examples that mig

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 17:34
Last Modified: 16 Apr 2026 23:44
URI: http://eprints.eai.eu/id/eprint/48890

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