Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization

Yang Yang, Ke Deng, Michael Zhu

Hyperparameters play a critical role in the performances of many machine learning methods. Determining their best settings or Hyperparameter Optimization (HPO) faces difficulties p…