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Content available in repository
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AMLB: an AutoML Benchmark
Gijsbers, P., Bueno, M. L. P., Coors, S., LeDell, E., Poirier, S., Thomas, J., Bischl, B. & Vanschoren, J., 2022Research output: Other contribution › Academic
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Systems for AutoML Research
Gijsbers, P., 19 May 2022, Eindhoven: Eindhoven University of Technology. 195 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile879 Downloads (Pure) -
GAMA: A General Automated Machine Learning Assistant
Gijsbers, P. & Vanschoren, J., Feb 2021, Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Proceedings. Dong, Y., Ifrim, G., Saunders, C., van Hoecke, S. & Mladenic, D. (eds.). Springer, p. 560-564 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12461 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
4 Citations (Scopus) -
Meta-learning for symbolic hyperparameter defaults
Gijsbers, P., Vanschoren, J., Pfisterer, F., van Rijn, J. N. & Bischl, B., Jul 2021, GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 151-152 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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OpenML Benchmarking Suites
Bischl, B., Casalicchio, G., Feurer, M., Gijsbers, P., Hutter, F., Lang, M., Mantovani, R. G., Rijn, J. N. V. & Vanschoren, J., 2021, Proceedings of the NeurIPS 2021 Datasets and Benchmarks Track.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Thesis
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Automatic construction of machine learning pipelines
Author: Gijsbers, P., 30 Oct 2017Supervisor: Vanschoren, J. (Supervisor 1), Pechenizkiy, M. (Supervisor 2) & Buchin, K. A. (Supervisor 2)
Student thesis: Master
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