Scalable Bayesian Optimization Using Deep Neural Networks

Jasper Snoek, Oren Rippel, Kevin Swersky, Ryan Kiros, Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Mr Prabhat, Ryan P. Adams. Scalable Bayesian Optimization Using Deep Neural Networks. In Francis R. Bach, David M. Blei, editors, Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015. Volume 37 of JMLR Proceedings, pages 2171-2180, JMLR.org, 2015. [doi]

@inproceedings{SnoekRSKSSPPA15,
  title = {Scalable Bayesian Optimization Using Deep Neural Networks},
  author = {Jasper Snoek and Oren Rippel and Kevin Swersky and Ryan Kiros and Nadathur Satish and Narayanan Sundaram and Md. Mostofa Ali Patwary and Mr Prabhat and Ryan P. Adams},
  year = {2015},
  url = {http://jmlr.org/proceedings/papers/v37/snoek15.html},
  researchr = {https://researchr.org/publication/SnoekRSKSSPPA15},
  cites = {0},
  citedby = {0},
  pages = {2171-2180},
  booktitle = {Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015},
  editor = {Francis R. Bach and David M. Blei},
  volume = {37},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}