Efficient Hyperparameter Importance Assessment for CNNs

Ruinan Wang, Ian Nabney, Mohammad Golbabaee

Hyperparameter selection is an essential aspect of the machine learning pipeline, profoundly impacting models' robustness, stability, and generalization capabilities. Given the com…