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Pieter Gijsbers
Pieter Gijsbers
Verified email at tue.nl - Homepage
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An open source AutoML benchmark
P Gijsbers, E LeDell, J Thomas, S Poirier, B Bischl, J Vanschoren
arXiv preprint arXiv:1907.00909, 2019
2892019
Openml benchmarking suites
B Bischl, G Casalicchio, M Feurer, P Gijsbers, F Hutter, M Lang, ...
arXiv preprint arXiv:1708.03731, 2017
1112017
Openml-python: an extensible python api for openml
M Feurer, JN Van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Müller, ...
Journal of Machine Learning Research 22 (100), 1-5, 2021
852021
GAMA: genetic automated machine learning assistant
P Gijsbers, J Vanschoren
Journal of Open Source Software 4 (33), 1132, 2019
492019
Layered TPOT: Speeding up tree-based pipeline optimization
P Gijsbers, J Vanschoren, RS Olson
arXiv preprint arXiv:1801.06007, 2018
432018
Amlb: an automl benchmark
P Gijsbers, MLP Bueno, S Coors, E LeDell, S Poirier, J Thomas, B Bischl, ...
Journal of Machine Learning Research 25 (101), 1-65, 2024
402024
Gama: A general automated machine learning assistant
P Gijsbers, J Vanschoren
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
232021
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
162019
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
112021
An open source AutoML benchmark (2019)
P Gijsbers, E LeDell, J Thomas, S Poirier, B Bischl, J Vanschoren
arXiv preprint arXiv:1907.00909, 1907
71907
Openml-python: an extensible python api for openml. arXiv, 1911.02490, 2019
M Feurer, JN van Rijn, A Kadra, P Gijsbers, N Mallik, S Ravi, A Mueller, ...
URL https://arxiv. org/pdf/1911.02490. pdf, 2019
52019
An Open Source AutoML Benchmark. CoRR abs/1907.00909 (2019)
P Gijsbers, E LeDell, J Thomas, S Poirier, B Bischl, J Vanschoren
arXiv preprint arXiv:1907.00909, 2019
52019
Croissant: A Metadata Format for ML-Ready Datasets
M Akhtar, O Benjelloun, C Conforti, P Gijsbers, J Giner-Miguelez, N Jain, ...
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine …, 2024
42024
Automatic construction of machine learning pipelines
P Gijsbers
Master’s thesis, Eindhoven University of Technology, 2018
32018
Better clustering evaluation for the OpenML Evaluation Engine
J Vanschoren, P Gijsbers, P Singh
2022
Systems for AutoML Research
P Gijsbers
2022
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