Machine Learning Lab

Mallik, Neeratyoy; Bergman, Eddie; Hvarfner, Carl; Stoll, Danny; Janowski, Maciej; Lindauer, Marius; Nardi, Luigi; Hutter, Frank

PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning Inproceedings

In: Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), 2023.

Sass, René; Bergman, Eddie; Biedenkapp, André; Hutter, Frank; Lindauer, Marius

DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning Inproceedings

In: Workshop on Adaptive Experimental Design and Active Learning in the Real World (ReALML@ICML'22), 2022.

Mallik, Neeratyoy; Hvarfner, Carl; Stoll, Danny; Janowski, Maciej; Bergman, Eddie; Lindauer, Marius; Nardi, Luigi; Hutter, Frank

PriorBand: HyperBand + Human Expert Knowledge Inproceedings

In: Sixth Workshop on Meta-Learning at the Conference on Neural Information Processing Systems, 2022.