From Random Search to Bandit Learning in Metric Measure Spaces

Chuying Han, Yasong Feng, Tianyu Wang

Random Search is one of the most widely-used method for Hyperparameter Optimization, and is critical to the success of deep learning models. Despite its astonishing performance, li…