Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets,
Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter.
Artificial Intelligence and Statistics(2017)
Abstract
Bayesian optimization has become a successful tool for hyperparameter optimization of machine learning algorithms, such as support vector machines or deep neural networks. Despite its success, for ...
