On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization

Xu Cai, Jonathan Scarlett. On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 1216-1226, PMLR, 2021. [doi]

@inproceedings{CaiS21-2,
  title = {On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization},
  author = {Xu Cai and Jonathan Scarlett},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/cai21f.html},
  researchr = {https://researchr.org/publication/CaiS21-2},
  cites = {0},
  citedby = {0},
  pages = {1216-1226},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}