@inproceedings{maxvalueentropysearchforefficient,
  title = {Max-value Entropy Search for Efficient Bayesian Optimization},
  author = {Zi Wang and Stefanie Jegelka},
  year = {2017},
  booktitle = {ICML 2017 8},
  eprint = {1703.01968},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1703.01968v3},
}