no code implementations • 27 Jul 2020 • Fela Winkelmolen, Nikita Ivkin, H. Furkan Bozkurt, Zohar Karnin
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 each other.
1 code implementation • 1 Jun 2020 • André Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
The performance of many algorithms in the fields of hard combinatorial problem solving, machine learning or AI in general depends on parameter tuning.
no code implementations • 18 Jun 2019 • André Biedenkapp, H. Furkan Bozkurt, Frank Hutter, Marius Lindauer
The performance of many algorithms in the fields of hard combinatorial problem solving, machine learning or AI in general depends on tuned hyperparameter configurations.