Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets
2017
Conference Paper
pn
| Author(s): | Klein, A. and Falkner, S. and Bartels, S. and Hennig, P. and Hutter, F. |
| Book Title: | Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS) |
| Volume: | 54 |
| Pages: | 528--536 |
| Year: | 2017 |
| Month: | April |
| Series: | Proceedings of Machine Learning Research |
| Editors: | Sign, Aarti and Zhu, Jerry |
| Publisher: | PMLR |
| Department(s): | Probabilistic Numerics |
| Research Project(s): |
Bayesian Optimization
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| Bibtex Type: | Conference Paper (conference) |
| Paper Type: | Conference |
| State: | Published |
| URL: | http://proceedings.mlr.press/v54/klein17a.html |
| Links: |
pdf
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BibTex @conference{Klein17,
title = {Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets},
author = {Klein, A. and Falkner, S. and Bartels, S. and Hennig, P. and Hutter, F.},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS)},
volume = {54},
pages = {528--536},
series = {Proceedings of Machine Learning Research},
editors = {Sign, Aarti and Zhu, Jerry},
publisher = {PMLR},
month = apr,
year = {2017},
doi = {},
url = {http://proceedings.mlr.press/v54/klein17a.html},
month_numeric = {4}
}
|
|
