Florian Pfisterer
Florian Pfisterer
Verified email at stat.uni-muenchen.de
Title
Cited by
Cited by
Year
mlr3: A modern object-oriented machine learning framework in R
M Lang, M Binder, J Richter, P Schratz, F Pfisterer, S Coors, Q Au, ...
Journal of Open Source Software 4 (44), 1903, 2019
102019
Learning multiple defaults for machine learning algorithms
F Pfisterer, JN van Rijn, P Probst, A Müller, B Bischl
arXiv preprint arXiv:1811.09409, 2018
72018
High dimensional restrictive federated model selection with multi-objective bayesian optimization over shifted distributions
X Sun, A Bommert, F Pfisterer, J Rähenfürher, M Lang, B Bischl
Proceedings of SAI Intelligent Systems Conference, 629-647, 2019
52019
Meta Learning for Defaults–Symbolic Defaults
JN van Rijn, F Pfisterer, J Thomas, A Muller, B Bischl, J Vanschoren
Neural Information Processing Workshop on Meta-Learning, 2018
52018
Multi-objective automatic machine learning with autoxgboostmc
F Pfisterer, S Coors, J Thomas, B Bischl
arXiv preprint arXiv:1908.10796, 2019
32019
mlr Tutorial
J Schiffner, B Bischl, M Lang, J Richter, ZM Jones, P Probst, F Pfisterer, ...
arXiv preprint arXiv:1609.06146, 2016
32016
Benchmarking time series classification--Functional data vs machine learning approaches
F Pfisterer, L Beggel, X Sun, F Scheipl, B Bischl
arXiv preprint arXiv:1911.07511, 2019
12019
Debiasing classifiers: is reality at variance with expectation?
A Agrawal, F Pfisterer, B Bischl, J Chen, S Sood, S Shah, F Buet-Golfouse, ...
arXiv preprint arXiv:2011.02407, 2020
2020
Neural Mixture Distributional Regression
D Rügamer, F Pfisterer, B Bischl
arXiv preprint arXiv:2010.06889, 2020
2020
Towards Human Centered AutoML
F Pfisterer, J Thomas, B Bischl
arXiv preprint arXiv:1911.02391, 2019
2019
Kosten als Instrument zur Effizienzbeurteilung intensivmedizinischer Funktionseinheiten
T Maierhofer, F Pfisterer, A Bender, H Küchenhoff, O Mörer, H Burchardi, ...
Wiener klinisches Magazin 22 (2), 86-93, 2019
2019
Cost analysis as a tool for assessing the efficacy of intensive care units
T Maierhofer, F Pfisterer, A Bender, H Küchenhoff, O Moerer, H Burchardi, ...
Medizinische Klinik, Intensivmedizin und Notfallmedizin 113 (7), 567-573, 2017
2017
Collecting Empirical Data About Hyperparameters for Data Driven AutoML
M Binder, F Pfisterer, B Bischl
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Articles 1–13