Speeding up Hyper-Parameter Optimization by Extrapolation of Learning Curves Using Previous Builds

Chandrashekaran and Lane. "Speeding up Hyper-Parameter Optimization by Extrapolation of Learning Curves Using Previous Builds." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2017. doi:10.1007/978-3-319-71249-9_29

[Chandrashekaran and Lane. "Speeding up Hyper-Parameter Optimization by Extrapolation of Learning Curves Using Previous Builds." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2017.](https://mlanthology.org/ecmlpkdd/2017/chandrashekaran2017ecmlpkdd-speeding/) doi:10.1007/978-3-319-71249-9_29

@inproceedings{chandrashekaran2017ecmlpkdd-speeding,
  title     = {{Speeding up Hyper-Parameter Optimization by Extrapolation of Learning Curves Using Previous Builds}},
  author    = {Chandrashekaran, Akshay and Lane, Ian R.},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2017},
  pages     = {477-492},
  doi       = {10.1007/978-3-319-71249-9_29},
  url       = {https://mlanthology.org/ecmlpkdd/2017/chandrashekaran2017ecmlpkdd-speeding/}
}