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]
@inproceedings{SimsonPK23,
title = {Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness},
author = {Jan Simson and Florian Pfisterer and Christoph Kern},
year = {2023},
doi = {10.3233/FAIA230104},
url = {https://doi.org/10.3233/FAIA230104},
researchr = {https://researchr.org/publication/SimsonPK23},
cites = {0},
citedby = {0},
pages = {382-384},
booktitle = {HHAI 2023: Augmenting Human Intellect - Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence, June 26-30, 2023, Munich, Germany},
editor = {Paul Lukowicz and Sven Mayer and Janin Koch and John Shawe-Taylor and Ilaria Tiddi},
volume = {368},
series = {Frontiers in Artificial Intelligence and Applications},
publisher = {IOS Press},
isbn = {978-1-64368-395-9},
}