Philipp Probst

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 13

Top Venues

CoRR

J. Mach. Learn. Res.

R J.

WIREs Data Mining Knowl. Discov.

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix
Large-scale benchmark study of survival prediction methods using multi-omics data. Briefings Bioinform. 22 (3) (2021)
Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas C. Müller, Bernd Bischl
Learning multiple defaults for machine learning algorithms. GECCO Companion (2021)
Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix
Large-scale benchmark study of survival prediction methods using multi-omics data. CoRR (2020)
Philipp Probst, Marvin N. Wright, Anne-Laure Boulesteix
Hyperparameters and tuning strategies for random forest. WIREs Data Mining Knowl. Discov. 9 (3) (2019)
Philipp Probst, Anne-Laure Boulesteix, Bernd Bischl
Tunability: Importance of Hyperparameters of Machine Learning Algorithms. J. Mach. Learn. Res. 20 (2019)
Daniel Kühn, Philipp Probst, Janek Thomas, Bernd Bischl
Automatic Exploration of Machine Learning Experiments on OpenML. CoRR (2018)
Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas C. Müller, Bernd Bischl
Learning Multiple Defaults for Machine Learning Algorithms. CoRR (2018)
Raphaël Couronné, Philipp Probst, Anne-Laure Boulesteix
Random forest versus logistic regression: a large-scale benchmark experiment. BMC Bioinform. 19 (1) (2018)
Philipp Probst, Marvin N. Wright, Anne-Laure Boulesteix
Hyperparameters and Tuning Strategies for Random Forest. CoRR (2018)
Philipp Probst, Quay Au, Giuseppe Casalicchio, Clemens Stachl, Bernd Bischl
Multilabel Classification with R Package mlr. R J. 9 (1) (2017)
Philipp Probst, Anne-Laure Boulesteix
To tune or not to tune the number of trees in random forest? CoRR (2017)
Philipp Probst, Anne-Laure Boulesteix
To Tune or Not to Tune the Number of Trees in Random Forest. J. Mach. Learn. Res. 18 (2017)
Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff
mlr Tutorial. CoRR (2016)
Florian Michahelles, Philipp Probst
Object circles: modeling physical objects as social relationships. MUM (2012)

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Publication Activity (10 Years)

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Philipp Probst