Optimizing Large-Scale Hyperparameters via Automated Learning Algorithm

Bin Gu, Guodong Liu, Yanfu Zhang +2

Modern machine learning algorithms usually involve tuning multiple (from one to thousands) hyperparameters which play a pivotal role in terms of model generalizability. Black-box o…