An open source AutoML benchmark P Gijsbers, E LeDell, J Thomas, S Poirier, B Bischl, J Vanschoren arXiv preprint arXiv:1907.00909, 2019 | 255 | 2019 |
Openml benchmarking suites B Bischl, G Casalicchio, M Feurer, P Gijsbers, F Hutter, M Lang, ... arXiv preprint arXiv:1708.03731, 2017 | 144 | 2017 |
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 | 71 | 2021 |
GAMA: genetic automated machine learning assistant P Gijsbers, J Vanschoren Journal of Open Source Software 4 (33), 1132, 2019 | 37 | 2019 |
Layered TPOT: Speeding up tree-based pipeline optimization P Gijsbers, J Vanschoren, RS Olson arXiv preprint arXiv:1801.06007, 2018 | 35 | 2018 |
Amlb: an automl benchmark P Gijsbers, MLP Bueno, S Coors, E LeDell, S Poirier, J Thomas, B Bischl, ... arXiv preprint arXiv:2207.12560, 2022 | 22 | 2022 |
Gama: A general automated machine learning assistant P Gijsbers, J Vanschoren Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 14 | 2021 |
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 | 14 | 2019 |
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 | 10 | 2021 |
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 | 5 | 2019 |
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 | 5 | 2019 |
Automatic construction of machine learning pipelines P Gijsbers Master’s thesis, Eindhoven University of Technology, 2018 | 2 | 2018 |
Better clustering evaluation for the OpenML Evaluation Engine J Vanschoren, P Gijsbers, P Singh | | 2022 |
Systems for AutoML Research P Gijsbers | | 2022 |