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Anzahl der Publikationen: 3
Zeitschriftenartikel
Bischl, Bernd 
ORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 2
[PDF, 6MB]
ORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 2
[PDF, 6MB]
Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechétte, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin und Vanschoren, Joaquin
(2016):
ASlib: A Benchmark Library for Algorithm Selection.
In: Artificial Intelligence, Bd. 237: S. 41-58
Konferenzbeitrag
Segel, Sarah ORCID: https://orcid.org/0009-0005-2966-266X; Graf, Helena ORCID: https://orcid.org/0000-0001-9447-0609; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Symbolic Explanations for Hyperparameter Optimization.
International Conference on Automated Machine Learning, Potsdam, Germany, 12-15 November 2023.
Faust, Aleksandra; Garnett, Roman; White, Colin; Hutter, Frank und Gardner, Jacob R. (Hrsg.):
In: Proceedings of Machine Learning Research,
Bd. 224
Cambridge, MA: JMLR.
[PDF, 12MB]
ORCID: https://orcid.org/0009-0005-2966-266X; Graf, Helena ORCID: https://orcid.org/0000-0001-9447-0609; Tornede, Alexander ORCID: https://orcid.org/0000-0002-2415-2186; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Symbolic Explanations for Hyperparameter Optimization.
International Conference on Automated Machine Learning, Potsdam, Germany, 12-15 November 2023.
Faust, Aleksandra; Garnett, Roman; White, Colin; Hutter, Frank und Gardner, Jacob R. (Hrsg.):
In: Proceedings of Machine Learning Research,
Bd. 224
Cambridge, MA: JMLR.
[PDF, 12MB]