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]

Authors

Anastasia Makarova

This author has not been identified. Look up 'Anastasia Makarova' in Google

Huibin Shen

This author has not been identified. Look up 'Huibin Shen' in Google

Valerio Perrone

This author has not been identified. Look up 'Valerio Perrone' in Google

Aaron Klein

This author has not been identified. Look up 'Aaron Klein' in Google

Jean Baptiste Faddoul

This author has not been identified. Look up 'Jean Baptiste Faddoul' in Google

Andreas Krause 0001

This author has not been identified. Look up 'Andreas Krause 0001' in Google

Matthias W. Seeger

This author has not been identified. Look up 'Matthias W. Seeger' in Google

Cédric Archambeau

This author has not been identified. Look up 'Cédric Archambeau' in Google