Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves

Tobias Domhan, Jost Tobias Springenberg, Frank Hutter. Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves. In Qiang Yang 0001, Michael Wooldridge, editors, Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015. pages 3460-3468, AAAI Press, 2015. [doi]

@inproceedings{DomhanSH15,
  title = {Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves},
  author = {Tobias Domhan and Jost Tobias Springenberg and Frank Hutter},
  year = {2015},
  url = {http://ijcai.org/papers15/Abstracts/IJCAI15-487.html},
  researchr = {https://researchr.org/publication/DomhanSH15},
  cites = {0},
  citedby = {0},
  pages = {3460-3468},
  booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015},
  editor = {Qiang Yang 0001 and Michael Wooldridge},
  publisher = {AAAI Press},
  isbn = {978-1-57735-738-4},
}