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Anzahl der Einträge: 6.

Konferenzveröffentlichung

Schenk, Patrick Oliver ; Kern, Christoph ORCID: 0000-0001-7363-4299 ; Buskirk, Trent D. Fares on fairness: Using a total error framework to examine the role of measurement and representation in training data on model fairness and bias. Weerts, Hilde ; Pechenizkiy, Mykola ; Allhutter, Doris ; Corrêa, Ana Maria ; Grote, Thomas ; Liem, Cynthia Proceedings of Machine Learning Research : PMLR 294 187-211 In: European Workshop on Algorithmic Fairness, 30 June-2 July 2025, Eindhoven University of Technology, Eindhoven, The Netherlands (2025) Red Hook, NY EWAF’25, Fourth European Workshop on Algorithmic Fairness (Eindhoven, The Netherlands) [Konferenzveröffentlichung]

Ceballos, Clara Strasser ; Novotny, Marcus ; Kern, Christoph ORCID: 0000-0001-7363-4299 Re-evaluating the role of refugee integration factors for building more equitable allocation algorithms. Weerts, Hilde ; Pechenizkiy, Mykola ; Allhutter, Doris ; Corrêa, Ana Maria ; Grote, Thomas ; Liem, Cynthia Proceedings of Machine Learning Research : PMLR 294 428-433 In: European Workshop on Algorithmic Fairness, 30 June-2 July 2025, Eindhoven University of Technology, Eindhoven, The Netherlands (2025) Red Hook, NY EWAF’25, Fourth European Workshop on Algorithmic Fairness (Eindhoven, The Netherlands) [Konferenzveröffentlichung]

Kern, Christoph ORCID: 0000-0001-7363-4299 ; Kappenberger, Jakob ORCID: 0000-0003-1290-0199 ; Gerdon, Frederic ORCID: 0000-0003-4442-6698 ; Ceballos, Clara Strasser ; Szafran, Daria ; Rupp, Florian ; Bach, Ruben A simulation framework for studying the social impacts of algorithm-based refugee matching. Weerts, Hilde ; Pechenizkiy, Mykola ; Allhutter, Doris ; Corrêa, Ana Maria ; Grote, Thomas ; Liem, Cynthia Proceedings of Machine Learning Research : PMLR 294 487-491 In: European Workshop on Algorithmic Fairness, 30 June-2 July 2025, Eindhoven University of Technology, Eindhoven, The Netherlands (2025) Red Hook, NY EWAF’25, Fourth European Workshop on Algorithmic Fairness (Eindhoven, The Netherlands) [Konferenzveröffentlichung]

Kraus, Elisabeth ; Kern, Christoph ORCID: 0000-0001-7363-4299 Measurement modeling of predictors and outcomes in algorithmic fairness. Open Access Cerrato, Mattia ; Vallenas Coronel, Alesia ; Ahrweiler, Petra ; Loi, Michele ; Pechenizkiy, Mykola ; Tamò-Larrieux, Aurelia CEUR Workshop Proceedings 3908 1-18 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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Strasser Ceballos, Clara ; Kern, Christoph ORCID: 0000-0001-7363-4299 Deciding the future of refugees: Rolling the dice or algorithmic location assignment? Open Access Cerrato, Mattia ; Vallenas Coronel, Alesia ; Ahrweiler, Petra ; Loi, Michele ; Pechenizkiy, Mykola ; Tamò-Larrieux, Aurelia CEUR Workshop Proceedings 3908 1-7 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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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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