QIM: Quantifying Hyperparameter Importance for Deep Learning

Dan Jia, Rui Wang, Cheng-Zhong Xu, Zhibin Yu. QIM: Quantifying Hyperparameter Importance for Deep Learning. In Guang R. Gao, Depei Qian, Xinbo Gao, Barbara M. Chapman, Wenguang Chen, editors, Network and Parallel Computing - 13th IFIP WG 10.3 International Conference, NPC 2016, Xi'an, China, October 28-29, 2016, Proceedings. Volume 9966 of Lecture Notes in Computer Science, pages 180-188, 2016. [doi]

@inproceedings{JiaWXY16,
  title = {QIM: Quantifying Hyperparameter Importance for Deep Learning},
  author = {Dan Jia and Rui Wang and Cheng-Zhong Xu and Zhibin Yu},
  year = {2016},
  doi = {10.1007/978-3-319-47099-3_15},
  url = {http://dx.doi.org/10.1007/978-3-319-47099-3_15},
  researchr = {https://researchr.org/publication/JiaWXY16},
  cites = {0},
  citedby = {0},
  pages = {180-188},
  booktitle = {Network and Parallel Computing - 13th IFIP WG 10.3 International Conference, NPC 2016, Xi'an, China, October 28-29, 2016, Proceedings},
  editor = {Guang R. Gao and Depei Qian and Xinbo Gao and Barbara M. Chapman and Wenguang Chen},
  volume = {9966},
  series = {Lecture Notes in Computer Science},
  isbn = {978-3-319-47098-6},
}