HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML

Sebastian Pineda Arango, Hadi S. Jomaa, Martin Wistuba +1

Hyperparameter optimization (HPO) is a core problem for the machine learning community and remains largely unsolved due to the significant computational resources required to evalu…