Is a Fairness Metric Score Enough to Assess Discrimination Biases in Machine Learning?

Fanny Jourdan, Ronan Pons, Nicholas Asher, Jean-Michel Loubes, Laurent Risser. Is a Fairness Metric Score Enough to Assess Discrimination Biases in Machine Learning?. In Jose M. Alvarez, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike, editors, Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. Volume 3442 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Authors

Fanny Jourdan

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Ronan Pons

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Nicholas Asher

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Jean-Michel Loubes

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Laurent Risser

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