@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} }