DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization

Noor Awad, Neeratyoy Mallik, Frank Hutter

Modern machine learning algorithms crucially rely on several design decisions to achieve strong performance, making the problem of Hyperparameter Optimization (HPO) more important…