Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness

Jan Simson, Florian Pfisterer, Christoph Kern. Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. In Paul Lukowicz, Sven Mayer, Janin Koch, John Shawe-Taylor, Ilaria Tiddi, editors, HHAI 2023: Augmenting Human Intellect - Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence, June 26-30, 2023, Munich, Germany. Volume 368 of Frontiers in Artificial Intelligence and Applications, pages 382-384, IOS Press, 2023. [doi]

Abstract

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