Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML.
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| Title: | Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML. |
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| Authors: | Weerts, Hilde1 H.J.P.WEERTS@TUE.NL, Pfisterer, Florian2 PFISTERERF@GOOGLEMAIL.COM, Feurer, Matthias3 FEURERM@CS.UNI-FREIBURG.DE, Eggensperger, Katharina4 KATHARINA.EGGENSPERGER@UNI-TUEBINGEN.DE, Bergman, Edward3 BERGMANE@CS.UNI-FREIBURG.DE, Awad, Noor3 AWAD@CS.UNI-FREIBURG.DE, Vanschoren, Joaquin1 J.VANSCHOREN@TUE.NL, Pechenizkiy, Mykola1 M.PECHENIZKIY@TUE.NL, Bischl, Bernd2 BERND.BISCHL@STAT.UNI-MUENCHEN.DE, Hutter, Frank3 FH@CS.UNI-FREIBURG.DE |
| Source: | Journal of Artificial Intelligence Research. 2024, Vol. 79, p639-677. 39p. |
| Database: | Mathematics Source |
| ISSN: | 10769757 |
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| DOI: | 10.1613/jair.1.14747 |
