Efficient Hyperparameter Tuning with Dynamic Accuracy Derivative-Free Optimization

Matthias J. Ehrhardt, Lindon Roberts

Many machine learning solutions are framed as optimization problems which rely on good hyperparameters. Algorithms for tuning these hyperparameters usually assume access to exact s…