Proceedings of the Annual Conference of JSAI
Online ISSN : 2758-7347
37th (2023)
Session ID : 3L5-GS-11-05
Conference information

Host: The Japanese Society for Artificial Intelligence

Name : The 37th Annual Conference of the Japanese Society for Artificial Intelligence

Number : 37

Location : [in Japanese]

Date : June 06, 2023 - June 09, 2023

On the Impossibility of Formal Fairness Criteria
*Toshihiro KAMISHIMA
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Keywords: fairness, machine learning
CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract

We first enumerate the formal fairness criteria that can be mathematically available, and show which criteria cannot be satisfied simultaneously. We discuss these criteria are mutually exclusive, even though the condition of these criteria is relaxed.

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© 2023 The Japanese Society for Artificial Intelligence
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