Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation

Benjamin Letham, Phillip Guan, Chase Tymms, Eytan Bakshy, Michael Shvartsman. Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 8493-8513, PMLR, 2022. [doi]

@inproceedings{LethamGTBS22,
  title = {Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation},
  author = {Benjamin Letham and Phillip Guan and Chase Tymms and Eytan Bakshy and Michael Shvartsman},
  year = {2022},
  url = {https://proceedings.mlr.press/v151/letham22a.html},
  researchr = {https://researchr.org/publication/LethamGTBS22},
  cites = {0},
  citedby = {0},
  pages = {8493-8513},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event},
  editor = {Gustau Camps-Valls and Francisco J. R. Ruiz and Isabel Valera},
  volume = {151},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}