Stefan Falkner
Stefan Falkner
Bosch Center for Artificial Intelligence
Verified email at de.bosch.com
Title
Cited by
Cited by
Year
BOHB: Robust and efficient hyperparameter optimization at scale
S Falkner, A Klein, F Hutter
International Conference on Machine Learning, 1437-1446, 2018
3542018
Fast bayesian optimization of machine learning hyperparameters on large datasets
A Klein, S Falkner, S Bartels, P Hennig, F Hutter
Artificial Intelligence and Statistics, 528-536, 2017
3212017
Bayesian optimization with robust Bayesian neural networks
JT Springenberg, A Klein, S Falkner, F Hutter
Advances in neural information processing systems 29, 4134-4142, 2016
2322016
Bayesian optimization with robust Bayesian neural networks
JT Springenberg, A Klein, S Falkner, F Hutter
Advances in neural information processing systems 29, 4134-4142, 2016
2322016
Learning curve prediction with Bayesian neural networks
A Klein, S Falkner, JT Springenberg, F Hutter
1162016
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search
A Zela, A Klein, S Falkner, F Hutter
arXiv preprint arXiv:1807.06906, 2018
752018
Practical automated machine learning for the automl challenge 2018
M Feurer, K Eggensperger, S Falkner, M Lindauer, F Hutter
International Workshop on Automatic Machine Learning at ICML, 1189-1232, 2018
562018
Robo: A flexible and robust bayesian optimization framework in python
A Klein, S Falkner, N Mansur, F Hutter
NIPS 2017 Bayesian Optimization Workshop, 2017
542017
Smac v3: Algorithm configuration in python
M Lindauer, K Eggensperger, M Feurer, S Falkner, A Biedenkapp, ...
URL https://github. com/automl/SMAC3, 2017
432017
Weak limit of the three-state quantum walk on the line
S Falkner, S Boettcher
Physical Review A 90 (1), 012307, 2014
402014
One-dimensional coinless quantum walks
R Portugal, S Boettcher, S Falkner
Physical Review A 91 (5), 052319, 2015
262015
Towards efficient Bayesian Optimization for Big Data
A Klein, S Bartels, S Falkner, P Hennig, F Hutter
NIPS 2015 workshop on Bayesian Optimization (BayesOpt 2015), 2015
252015
Fast Bayesian hyperparameter optimization on large datasets
A Klein, S Falkner, S Bartels, P Hennig, F Hutter
Electronic Journal of Statistics 11 (2), 4945-4968, 2017
242017
Relation between random walks and quantum walks
S Boettcher, S Falkner, R Portugal
Physical Review A 91 (5), 052330, 2015
232015
Auto-Sklearn 2.0: The Next Generation
M Feurer, K Eggensperger, S Falkner, M Lindauer, F Hutter
arXiv preprint arXiv:2007.04074, 2020
202020
Learning to Design RNA
F Runge, D Stoll, S Falkner, F Hutter
arXiv preprint arXiv:1812.11951, 2018
192018
Combining hyperband and bayesian optimization
S Falkner, A Klein, F Hutter
Proceedings of the 31st Conference on Neural Information Processing Systems …, 2017
192017
SpySMAC: automated configuration and performance analysis of SAT solvers
S Falkner, M Lindauer, F Hutter
International Conference on Theory and Applications of Satisfiability …, 2015
162015
Renormalization and scaling in quantum walks
S Boettcher, S Falkner, R Portugal
Physical Review A 90 (3), 032324, 2014
132014
Renormalization group for quantum walks
S Boettcher, S Falkner, R Portugal
Journal of Physics: Conference Series 473 (1), 012018, 2013
132013
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