Supervising the Multi-Fidelity Race of Hyperparameter Configurations

Martin Wistuba, Arlind Kadra, Josif Grabocka

Multi-fidelity (gray-box) hyperparameter optimization techniques (HPO) have recently emerged as a promising direction for tuning Deep Learning methods. However, existing methods su…