Fairness Guarantees Under Demographic Shift

Zhang, Shengxin and Wang, Ruiyang and Li, Yushan and Yang, Jiarui and Zhuang, Ruichao (2024) Fairness Guarantees Under Demographic Shift. In: Proceedings of the 3rd International Conference on Big Data Economy and Digital Management, BDEDM 2024, January 12–14, 2024, Ningbo, China.

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Abstract

Contemporary research has established that machine learning applications, especially in social contexts, can inadvertently lead to unfair model predictions that manifest as racism, sexism, or discrimination. Such biases stem from factors such as population growth and economic changes. Typically, a m

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 17:41
Last Modified: 16 Apr 2026 23:20
URI: http://eprints.eai.eu/id/eprint/49434

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