Practitioner Motives to Use Different Hyperparameter Optimization Methods

Niclas Kannengießer, Niklas Hasebrook, Felix Morsbach +5

Programmatic hyperparameter optimization (HPO) methods, such as Bayesian optimization and evolutionary algorithms, are highly sample-efficient in identifying optimal hyperparameter…