A Comparative Study of Hyperparameter Optimization Techniques for Deep Learning

Abstract

Algorithms for deep learning (DL) have been widely employed in a variety of applications and fields. The hyperparameters of a deep learning model must be optimized to match different challenges. For deep learning models, choosing the optimum hyperparameter...