CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms

Jinwoong Kim, Minkyu Kim, Heungseok Park +6

Many hyperparameter optimization (HyperOpt) methods assume restricted computing resources and mainly focus on enhancing performance. Here we propose a novel cloud-based HyperOpt (C…