Practical and sample efficient zero-shot HPO

Fela Winkelmolen, Nikita Ivkin, H. Furkan Bozkurt +1

Zero-shot hyperparameter optimization (HPO) is a simple yet effective use of transfer learning for constructing a small list of hyperparameter (HP) configurations that complement e…