Identification of hyperparameters with high effects on performance of deep neural networks: application to clinicopathological data of ovarian cancer

Suhyun Hwangbo, Se Ik Kim, Untack Cho, Yongsang Song, Taesung Park. Identification of hyperparameters with high effects on performance of deep neural networks: application to clinicopathological data of ovarian cancer. In Illhoi Yoo, Jinbo Bi, Xiaohua Hu, editors, 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019. pages 1982-1987, IEEE, 2019. [doi]

@inproceedings{HwangboKCSP19,
  title = {Identification of hyperparameters with high effects on performance of deep neural networks: application to clinicopathological data of ovarian cancer},
  author = {Suhyun Hwangbo and Se Ik Kim and Untack Cho and Yongsang Song and Taesung Park},
  year = {2019},
  doi = {10.1109/BIBM47256.2019.8983366},
  url = {https://doi.org/10.1109/BIBM47256.2019.8983366},
  researchr = {https://researchr.org/publication/HwangboKCSP19},
  cites = {0},
  citedby = {0},
  pages = {1982-1987},
  booktitle = {2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019},
  editor = {Illhoi Yoo and Jinbo Bi and Xiaohua Hu},
  publisher = {IEEE},
  isbn = {978-1-7281-1867-3},
}