An Efficient Approach for Assessing Hyperparameter Importance

Frank Hutter, Holger Hoos, Kevin Leyton-Brown. An Efficient Approach for Assessing Hyperparameter Importance. In Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014. Volume 32 of JMLR Proceedings, pages 754-762, JMLR.org, 2014. [doi]

@inproceedings{HutterHL14,
  title = {An Efficient Approach for Assessing Hyperparameter Importance},
  author = {Frank Hutter and Holger Hoos and Kevin Leyton-Brown},
  year = {2014},
  url = {http://jmlr.org/proceedings/papers/v32/hutter14.html},
  researchr = {https://researchr.org/publication/HutterHL14},
  cites = {0},
  citedby = {0},
  pages = {754-762},
  booktitle = {Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014},
  volume = {32},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}