Machine Learning Lab

Watanabe, Shuhei; Bansal, Archit; Hutter, Frank

PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces Inproceedings

In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI'23), 2023.

Bansal, Archit; Stoll, Danny; Janowski, Maciej; Zela, Arber; Hutter, Frank

JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search Inproceedings

In: Thirty-sixth Conference on Neural Information Processing Systems, 2022, (Featured Paper - top 7.5% of accepted papers).