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Simson, Jan ORCID: 0000-0002-9406-7761 ; Draxler, Fiona ; Mehr, Samuel ; Kern, Christoph ORCID: 0000-0001-7363-4299 Preventing harmful data practices by using participatory input to navigate the machine learning multiverse. Open Access Yamashita, Naomi ; Evers, Vanessa ; Yatani, Koji ; Ding, Xianghua (Sharon) ; Lee, Bongshin ; Chetty, Marshini ; Toups-Dugas, Phoebe Article 806 1-30 In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (2025) New York, NY, USA CHI 2025, Conference on Human Factors in Computing Systems (Yokohama, Japan) [Konferenzveröffentlichung]
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Simson, Jan ORCID: 0000-0002-9406-7761 ; Fabris, Alessandro ORCID: 0000-0001-6108-9940 ; Kern, Christoph ORCID: 0000-0001-7363-4299 Lazy data practices harm fairness research. Open Access 642-659 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Konferenzveröffentlichung]
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Simson, Jan ORCID: 0000-0002-9406-7761 ; Pfisterer, Florian ORCID: 0000-0001-8867-762X ; Kern, Christoph ORCID: 0000-0001-7363-4299 One model many scores: Using multiverse analysis to prevent fairness hacking and evaluate the influence of model design decisions. 1305-1320 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Konferenzveröffentlichung]

Simson, Jan ORCID: 0000-0002-9406-7761 ; Fabris, Alessandro ORCID: 0000-0001-6108-9940 ; Kern, Christoph ORCID: 0000-0001-7363-4299 Unveiling the blindspots: Examining availability and usage of protected attributes in fairness datasets. Open Access Cerrato, Mattia ; Vallenas Coronel, Alesia ; Ahrweiler, Petra ; Loi, Michele ; Pechenizkiy, Mykola ; Tamò-Larrieux, Aurelia CEUR Workshop Proceedings 3908 3908 1-6 In: Proceedings of the 3rd European Workshop on Algorithmic Fairness (EWAF24) : Mainz, Germany, July 1st to 3rd, 2024 (2024) Aachen, Germany EWAF24, 3rd European Workshop on Algorithmic Fairness 2024 (Mainz, Germany) [Konferenzveröffentlichung]
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