Maximizing acquisition functions for Bayesian optimization

James T. Wilson, Frank Hutter, Marc Peter Deisenroth. Maximizing acquisition functions for Bayesian optimization. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 9906-9917, 2018. [doi]

@inproceedings{WilsonHD18,
  title = {Maximizing acquisition functions for Bayesian optimization},
  author = {James T. Wilson and Frank Hutter and Marc Peter Deisenroth},
  year = {2018},
  url = {http://papers.nips.cc/paper/8194-maximizing-acquisition-functions-for-bayesian-optimization},
  researchr = {https://researchr.org/publication/WilsonHD18},
  cites = {0},
  citedby = {0},
  pages = {9906-9917},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
  editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}