Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning

Valerio Perrone, Huibin Shen. Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 12751-12761, 2019. [doi]

@inproceedings{PerroneS19,
  title = {Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning},
  author = {Valerio Perrone and Huibin Shen},
  year = {2019},
  url = {http://papers.nips.cc/paper/9438-learning-search-spaces-for-bayesian-optimization-another-view-of-hyperparameter-transfer-learning},
  researchr = {https://researchr.org/publication/PerroneS19},
  cites = {0},
  citedby = {0},
  pages = {12751-12761},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}