@inproceedings{tightregretboundsforbayesianoptimization,
  title = {Tight Regret Bounds for Bayesian Optimization in One Dimension},
  author = {Jonathan Scarlett},
  year = {2018},
  booktitle = {ICML 2018 7},
  eprint = {1805.11792},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1805.11792v3},
}