Importance-Aware Scheduling for High-Dimensional Hyperparameter Optimization

Ruinan Wang, Ian Nabney, Mohammad Golbabaee

Hyperparameter Optimization (HPO) is essential for building high-performing ML/DL models, yet conventional optimizers often struggle in high-dimensional spaces where evaluations ar…