@inproceedings{maximizingacquisitionfunctionsforbayesia,
  title = {Maximizing acquisition functions for Bayesian optimization},
  author = {James T. Wilson and Frank Hutter and Marc Peter Deisenroth},
  year = {2018},
  booktitle = {NeurIPS 2018 12},
  eprint = {1805.10196},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1805.10196v2},
}