A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance

Sudeep Salgia, Sattar Vakili, Qing Zhao 0001. A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 28836-28847, 2021. [doi]

@inproceedings{SalgiaVZ21,
  title = {A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance},
  author = {Sudeep Salgia and Sattar Vakili and Qing Zhao 0001},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/f19fec2f129fbdba76493451275c883a-Abstract.html},
  researchr = {https://researchr.org/publication/SalgiaVZ21},
  cites = {0},
  citedby = {0},
  pages = {28836-28847},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}