Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

Ilija Ilievski, Taimoor Akhtar, Jiashi Feng +1

Automatically searching for optimal hyperparameter configurations is of crucial importance for applying deep learning algorithms in practice. Recently, Bayesian optimization has be…