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Pieter Gijsbers
Pieter Gijsbers
Verified email at tue.nl - Homepage
Title
Cited by
Cited by
Year
An open source AutoML benchmark
P Gijsbers, E LeDell, J Thomas, S Poirier, B Bischl, J Vanschoren
arXiv preprint arXiv:1907.00909, 2019
2192019
Openml benchmarking suites
B Bischl, G Casalicchio, M Feurer, P Gijsbers, F Hutter, M Lang, ...
arXiv preprint arXiv:1708.03731, 2017
1122017
Openml-python: an extensible python api for openml
M Feurer, JN Van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Müller, ...
The Journal of Machine Learning Research 22 (1), 4573-4577, 2021
562021
Layered TPOT: Speeding up tree-based pipeline optimization
P Gijsbers, J Vanschoren, RS Olson
arXiv preprint arXiv:1801.06007, 2018
312018
GAMA: genetic automated machine learning assistant
P Gijsbers, J Vanschoren
Journal of Open Source Software 4 (33), 1132, 2019
292019
Visual exploration of migration patterns in gull data
M Konzack, P Gijsbers, F Timmers, E van Loon, MA Westenberg, ...
Information Visualization 18 (1), 138-152, 2019
132019
GAMA: A general automated machine learning assistant
P Gijsbers, J Vanschoren
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
102021
Meta-learning for symbolic hyperparameter defaults
P Gijsbers, F Pfisterer, JN van Rijn, B Bischl, J Vanschoren
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
92021
Amlb: an automl benchmark
P Gijsbers, MLP Bueno, S Coors, E LeDell, S Poirier, J Thomas, B Bischl, ...
arXiv preprint arXiv:2207.12560, 2022
52022
Automatic construction of machine learning pipelines
P Gijsbers
Master’s thesis, Eindhoven University of Technology, 2018
22018
Systems for AutoML Research
P Gijsbers
2022
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