Fast Hyperparameter Optimization of Deep Neural Networks via Ensembling Multiple Surrogates

Yang Li, Jiawei Jiang, Yingxia Shao +1

The performance of deep neural networks crucially depends on good hyperparameter configurations. Bayesian optimization is a powerful framework for optimizing the hyperparameters of…