Automatic Termination for Hyperparameter Optimization

Anastasia Makarova, Huibin Shen, Valerio Perrone, Aaron Klein, Jean Baptiste Faddoul, Andreas Krause 0001, Matthias W. Seeger, Cédric Archambeau. Automatic Termination for Hyperparameter Optimization. In Isabelle Guyon, Marius Lindauer, Mihaela van der Schaar, Frank Hutter, Roman Garnett, editors, International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA. Volume 188 of Proceedings of Machine Learning Research, PMLR, 2022. [doi]

@inproceedings{MakarovaSPKF0SA22,
  title = {Automatic Termination for Hyperparameter Optimization},
  author = {Anastasia Makarova and Huibin Shen and Valerio Perrone and Aaron Klein and Jean Baptiste Faddoul and Andreas Krause 0001 and Matthias W. Seeger and Cédric Archambeau},
  year = {2022},
  url = {https://proceedings.mlr.press/v188/makarova22a.html},
  researchr = {https://researchr.org/publication/MakarovaSPKF0SA22},
  cites = {0},
  citedby = {0},
  booktitle = {International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA},
  editor = {Isabelle Guyon and Marius Lindauer and Mihaela van der Schaar and Frank Hutter and Roman Garnett},
  volume = {188},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}