@article{bayesianoptimizationinabilliondimensions, title = {Bayesian Optimization in a Billion Dimensions via Random Embeddings}, author = {Ziyu Wang and Frank Hutter and Masrour Zoghi and David Matheson and Nando de Freitas}, year = {2013}, eprint = {1301.1942}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1301.1942v2}, }