Portfolio Allocation for Bayesian Optimization

Matthew D. Hoffman, Eric Brochu, Nando de Freitas. Portfolio Allocation for Bayesian Optimization. In Fabio Gagliardi Cozman, Avi Pfeffer, editors, UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011. pages 327-336, AUAI Press, 2011. [doi]

@inproceedings{HoffmanBF11,
  title = {Portfolio Allocation for Bayesian Optimization},
  author = {Matthew D. Hoffman and Eric Brochu and Nando de Freitas},
  year = {2011},
  url = {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=2214&proceeding_id=27},
  researchr = {https://researchr.org/publication/HoffmanBF11},
  cites = {0},
  citedby = {0},
  pages = {327-336},
  booktitle = {UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  editor = {Fabio Gagliardi Cozman and Avi Pfeffer},
  publisher = {AUAI Press},
  isbn = {978-0-9749039-7-2},
}