Research output per year
Research output per year
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Dive into the research topics where Pieter Gijsbers is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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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-Python: an extensible Python API for OpenML
Feurer, M., van Rijn, J. N., Kadra, A., Gijsbers, P., Mallik, N., Ravi, S., Müller, A., Vanschoren, J. & Hutter, F., 2021, In: Journal of Machine Learning Research. 22, 5 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile44 Downloads (Pure) -
An open source AutoML benchmark
Gijsbers, P., LeDell, E., Poirier, S., Thomas, J., Bischl, B. & Vanschoren, J., Jun 2019. 8 p.Research output: Contribution to conference › Paper › Academic
Open AccessFile301 Downloads (Pure) -
GAMA: genetic automated machine learning assistant
Gijsbers, P. & Vanschoren, J., 30 Jan 2019, In: Journal of Open Source Software. 4, 33, 2 p., 1132.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile113 Downloads (Pure)
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. (Supervisor 2)
Student thesis: Master
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