Yimin Huang

A Lipschitz Bandits Approach for Continuous Hyperparameter Optimization

2023 · arXiv (Cornell University)

One of the most critical problems in machine learning is HyperParameter Optimization (HPO), since choice of hyperparameters has a significant impact on final model performance. Although there are many HPO algorithms, they either have no …