Auto-WEKA : combined selection and hyperparameter optimization of supervised machine learning algorithms
By Chris J. Thornton. 2014
7 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Management Science and Operations Research
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Anne-Laure Boulesteix
- Bernd Bischl
- Marius Thomas Lindauer
- Michel Lang
- Martin Binder
- Jakob Richter
- Janek Thomas
- Tobias Pielok
In Management Science and Operations Research
- Martin Binder
- Michel Lang
- Jakob Richter
- Marius Thomas Lindauer
- Bernd Bischl
- Anne-Laure Boulesteix
- Janek Thomas
Citations in the corpus
- Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges (2021, methodology): “In order to connect racing to HPO, we now define a problem as a single holdout resampling split for a given ML data set, as suggested in Thornton et al. (2013) and Lang et al. (2015), and we will from now on describe racing only in terms of HPO.”