Optimizing deep learning hyper-parameters through an evolutionary algorithm

Steven R. Young, Derek C. Rose, Thomas P. Karnowski, Seung-Hwan Lim, Robert M. Patton. Optimizing deep learning hyper-parameters through an evolutionary algorithm. In Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, MLHPC 2015, Austin, Texas, USA, November 15, 2015. ACM, 2015. [doi]

@inproceedings{YoungRKLP15,
  title = {Optimizing deep learning hyper-parameters through an evolutionary algorithm},
  author = {Steven R. Young and Derek C. Rose and Thomas P. Karnowski and Seung-Hwan Lim and Robert M. Patton},
  year = {2015},
  doi = {10.1145/2834892.2834896},
  url = {http://doi.acm.org/10.1145/2834892.2834896},
  researchr = {https://researchr.org/publication/YoungRKLP15},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, MLHPC 2015, Austin, Texas, USA, November 15, 2015},
  publisher = {ACM},
  isbn = {978-1-4503-4006-9},
}