Anzahl der Einträge: 7.
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]
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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]
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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 ORCID: 0000-0001-5250-8613 ; Bach, Ruben L. ORCID: 0000-0001-5690-2829
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]
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Döring, Leif ORCID: 0000-0002-4569-5083 ; Wille, Benedikt ; Birr, Maximilian ; Bîrsan, Mihail ; Slowik, Martin ORCID: 0000-0001-5373-5754
ADDQ: adaptive distributional double Q-learning.
Singh, Aarti ; Fazel, Maryam ; Hsu, Daniel ; Lacoste-Julien, Simon ; Berkenkamp, Felix ; Maharaj, Tegan ; Wagstaff, Kiri ; Zhu, Jerry
Proceedings of Machine Learning Research : PMLR
267
14344-14390
In: Proceedings of the 42nd International Conference on Machine Learning, PMLR
(2025)
Red Hook, NY
International Conference on Machine Learning
(Vancouver, Canada)
[Konferenzveröffentlichung]
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![[img]](/71943/1.hassmallThumbnailVersion/doring25a.pdf)  Vorschau |
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Agnihotri, Shashank ; Jung, Steffen ORCID: 0000-0001-8021-791X ; Keuper, Margret
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks.
Salakhutdinov, Ruslan ; Kolter, Zico ; Heller, Katherine ; Weller, Adrian ; Oliver, Nuria ; Scarlett, Jonathan ; Berkenkamp, Felix
Proceedings of Machine Learning Research : PMLR
235
416-451
In: International Conference on Machine Learning, 21-27 July 2024, Viena, Austria
(2024)
Red Hook, NY
ICML 2024, International Conference on Machine Learning
(Vienna, Austria)
[Konferenzveröffentlichung]
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Dvurechensky, Pavel ; Ostroukhov, Petr ; Safin, Kamil ; Shtern, Shimrit ; Staudigl, Mathias
Self-concordant analysis of Frank-Wolfe algorithms.
Daumé, Hal ; Singh, Aarti
Proceedings of Machine Learning Research : PMLR
119, Article No. 264
1-11
In: Proceedings of the 37th International Conference on Machine Learning (ICML 2020) : online, 13-18 July 2020
(2021)
Red Hook, NY
ICML 2020
(Vienna, Austria, Online)
[Konferenzveröffentlichung]
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