Two-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training dataset

Sungduk Yu, Mike Pritchard, Po-Lun Ma +2

Hyperparameter optimization (HPO) is an important step in machine learning (ML) model development, but common practices are archaic -- primarily relying on manual or grid searches.…