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Tim Ruhkopf
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SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization.
M Lindauer, K Eggensperger, M Feurer, A Biedenkapp, D Deng, ...
J. Mach. Learn. Res. 23, 54:1-54:9, 2022
2652022
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks
A Tornede, D Deng, T Eimer, J Giovanelli, A Mohan, T Ruhkopf, S Segel, ...
arXiv preprint arXiv:2306.08107, 2023
192023
Carolin Benjamins, Tim Ruhkopf, René Sass, and Frank Hutter. Smac3: A versatile bayesian optimization package for hyperparameter optimization
M Lindauer, K Eggensperger, M Feurer, A Biedenkapp, D Deng
Journal of Machine Learning Research 23 (54), 1-9, 2022
172022
MASIF: Meta-learned Algorithm Selection using Implicit Fidelity Information
T Ruhkopf, A Mohan, D Deng, A Tornede, F Hutter, M Lindauer
Transactions on Machine Learning Research, 2022
82022
Towards Meta-learned Algorithm Selection using Implicit Fidelity Information
A Mohan, T Ruhkopf, M Lindauer
arXiv preprint arXiv:2206.03130, 2022
22022
Learning deep
B Säfken, A Silbersdorff, C Weisser
Universitätsverlag Göttingen, 2020
22020
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