2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.ML2020★ 2 cited
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…
cs.LG2019
Towards White-box Benchmarks for Algorithm Control
André Biedenkapp, H. Furkan Bozkurt, Frank Hutter +1
The performance of many algorithms in the fields of hard combinatorial problem solving, machine learning or AI in general depends on tuned hyperparameter configurations. Automated…