@article{constrainedbayesianoptimizationwithnoisy,
  title = {Constrained Bayesian Optimization with Noisy Experiments},
  author = {Benjamin Letham and Brian Karrer and Guilherme Ottoni and Eytan Bakshy},
  year = {2017},
  eprint = {1706.07094},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1706.07094v2},
}