Multi-fidelity Bayesian Optimisation with Continuous Approximations

Kirthevasan Kandasamy, Gautam Dasarathy, Jeff G. Schneider, Barnabás Póczos. Multi-fidelity Bayesian Optimisation with Continuous Approximations. In Doina Precup, Yee Whye Teh, editors, Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017. Volume 70 of JMLR Workshop and Conference Proceedings, pages 1799-1808, JMLR.org, 2017. [doi]

@inproceedings{KandasamyDSP17,
  title = {Multi-fidelity Bayesian Optimisation with Continuous Approximations},
  author = {Kirthevasan Kandasamy and Gautam Dasarathy and Jeff G. Schneider and Barnabás Póczos},
  year = {2017},
  url = {http://proceedings.mlr.press/v70/kandasamy17a.html},
  researchr = {https://researchr.org/publication/KandasamyDSP17},
  cites = {0},
  citedby = {0},
  pages = {1799-1808},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017},
  editor = {Doina Precup and Yee Whye Teh},
  volume = {70},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}