Stefan Falkner

Cited by

	All	Since 2016
Citations	1261	1223
h-index	15	15
i10-index	19	17

540

270

135

405

201420152016201720182019202020214 17 39 104 157 362 537 16

Co-authors

Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Aaron KleinAmazon Research BerlinVerified email at cs.uni-freiburg.de
Stefan BoettcherPhysics Department, Emory UniversityVerified email at emory.edu
Philipp HennigUniversity of Tübingen & Max Planck Institute for Intelligent SystemsVerified email at tue.mpg.de
Jost Tobias SpringenbergAlbert-Ludwigs-Universität FreiburgVerified email at informatik.uni-freiburg.de
Marius LindauerLeibniz University Hannover (Germany)Verified email at tnt.uni-hannover.de
Renato PortugalLNCC - National Laboratory of Scientific ComputingVerified email at lncc.br
Katharina EggenspergerPhD Student, Machine Learning Lab, University of FreiburgVerified email at informatik.uni-freiburg.de
Matthias FeurerMachine Learning group, University of FreiburgVerified email at informatik.uni-freiburg.de
Arber ZelaPhD student, University of FreiburgVerified email at cs.uni-freiburg.de
Muhammad Numair MansurMax Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Matilde GargianiETH ZurichVerified email at control.ee.ethz.ch
Peter KlueglAverbis GmbHVerified email at averbis.com
Michael VolppBosch Center for Artificial IntelligenceVerified email at de.bosch.com
Christian DanielBosch Center for Artificial IntelligenceVerified email at ias.tu-darmstadt.de
Lukas P. FröhlichPhD Student, ETH ZurichVerified email at ethz.ch
Andreas DoerrResearch Scientist, Bosch Center for Artificial Intelligence, Max Planck Institut ISVerified email at tuebingen.mpg.de

Stefan Falkner

Bosch Center for Artificial Intelligence

Verified email at de.bosch.com

statistical physics quantum walks optimization spin glasses


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	274	2017
BOHB: Robust and Efficient Hyperparameter Optimization at Scale S Falkner, A Klein, F Hutter arXiv preprint arXiv:1807.01774, 2018	260	2018
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	202	2016
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	202	2016
Learning curve prediction with Bayesian neural networks A Klein, S Falkner, JT Springenberg, F Hutter	99	2016
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	61	2018
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	46	2018
Weak limit of the three-state quantum walk on the line S Falkner, S Boettcher Physical Review A 90 (1), 012307, 2014	40	2014
Smac v3: Algorithm configuration in python M Lindauer, K Eggensperger, M Feurer, S Falkner, A Biedenkapp, ... URL https://github. com/automl/SMAC3, 2017	38	2017
Robo: A flexible and robust bayesian optimization framework in python A Klein, S Falkner, N Mansur, F Hutter NIPS 2017 Bayesian Optimization Workshop, 2017	36	2017
One-dimensional coinless quantum walks R Portugal, S Boettcher, S Falkner Physical Review A 91 (5), 052319, 2015	26	2015
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	25	2015
Relation between random walks and quantum walks S Boettcher, S Falkner, R Portugal Physical Review A 91 (5), 052330, 2015	23	2015
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	22	2017
Combining hyperband and bayesian optimization S Falkner, A Klein, F Hutter Proceedings of the 31st Conference on Neural Information Processing Systems …, 2017	17	2017
SpySMAC: automated configuration and performance analysis of SAT solvers S Falkner, M Lindauer, F Hutter International Conference on Theory and Applications of Satisfiability …, 2015	15	2015
Renormalization and scaling in quantum walks S Boettcher, S Falkner, R Portugal Physical Review A 90 (3), 032324, 2014	13	2014
Renormalization group for quantum walks S Boettcher, S Falkner, R Portugal Journal of Physics: Conference Series 473 (1), 012018, 2013	13	2013
Learning to Design RNA F Runge, D Stoll, S Falkner, F Hutter arXiv preprint arXiv:1812.11951, 2018	12	2018
Practical Hyperparameter Optimization for Deep Learning S Falkner, A Klein, F Hutter	10	2018

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