Institut für Informationsverarbeitung (TNT)

René Sass, Eddie Bergman, André Biedenkapp, Frank Hutter, Marius Lindauer
DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning
Workshop on Adaptive Experimental Design and Active Learning in the Real World (ReALML@ICML’22), p. 6, June 2022
(Arxiv.org) BibTeX
Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Difan Deng, Carolin Benjamins, Tim Ruhkopf, René Sass, Frank Hutter
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Journal of Machine Learning Research (JMLR) -- MLOSS, Vol. 23, No. 54, pp. 1-9, January 2022
(PDF) BibTeX
Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor Awad, Marius Lindauer, Frank Hutter
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
Proceedings of the international conference on Neural Information Processing Systems (NeurIPS) (Datasets and Benchmarks Track), December 2021
(Arxiv.org) BibTeX