Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT

Thomas Bartz-Beielstein, Frederik Rehbach, Amrita Sen +1

A surrogate model based hyperparameter tuning approach for deep learning is presented. This article demonstrates how the architecture-level parameters (hyperparameters) of deep lea…