Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees

Shali Jiang 0001, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett. Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{0001JBKGG20,
  title = {Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees},
  author = {Shali Jiang 0001 and Daniel R. Jiang and Maximilian Balandat and Brian Karrer and Jacob R. Gardner and Roman Garnett},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/d1d5923fc822531bbfd9d87d4760914b-Abstract.html},
  researchr = {https://researchr.org/publication/0001JBKGG20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}