Regret Bounds for Gaussian-Process Optimization in Large Domains

Manuel Wüthrich, Bernhard Schölkopf, Andreas Krause 0001. Regret Bounds for Gaussian-Process Optimization in Large Domains. 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 7385-7396, 2021. [doi]

@inproceedings{WuthrichSK21,
  title = {Regret Bounds for Gaussian-Process Optimization in Large Domains},
  author = {Manuel Wüthrich and Bernhard Schölkopf and Andreas Krause 0001},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/3cec07e9ba5f5bb252d13f5f431e4bbb-Abstract.html},
  researchr = {https://researchr.org/publication/WuthrichSK21},
  cites = {0},
  citedby = {0},
  pages = {7385-7396},
  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},
}