@article{constrainedbayesianoptimizationwithmax,
  title = {Constrained Bayesian Optimization with Max-Value Entropy Search},
  author = {Valerio Perrone and Iaroslav Shcherbatyi and Rodolphe Jenatton and Cedric Archambeau and Matthias Seeger},
  year = {2019},
  eprint = {1910.07003},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1910.07003v1},
}