Frank Hutter - Concepedia

Author

Frank Hutter

Also Known As

Chong, Song, ECML/PKDD 2020 Online, F. H. D. Hutter, F. Hutter, Frank Hutter, Franke, Jörg, Franke, Jörg K. H., Gijsbers, Pieter, Gouk, Henry, H.L. Chieu

387

Publications

42.3K

Citations

H-Index

164

Concepts

All Affiliations

University of Freiburg University of British Columbia

About

Frank Hutter is an author at University of Freiburg specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	53	103	26.8K
2	Management	4	4	465
3	Medicine	2	2	188
4	Business	1	1	11
5	Health Sciences	1	1	16

Frank Hutter

130

Publications

31.8K

Citations

H-Index

Page 1

	Year	Citations
Decoupled Weight Decay Regularization Ilya Loshchilov, Frank Hutter arXiv (Cornell University) EngineeringMachine LearningWeight DecayAtomic DecompositionImage Analysis	2017	9K
Deep learning with convolutional neural networks for EEG decoding and visualization Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer, Human Brain Mapping	2017	3.2K
SGDR: Stochastic Gradient Descent with Warm Restarts Ilya Loshchilov, Frank Hutter arXiv (Cornell University) Data AugmentationConvolutional Neural NetworkEngineeringMachine LearningData Science	2016	1.7K
Neural Architecture Search: A Survey Thomas Elsken, Jan Hendrik Metzen, Frank Hutter arXiv (Cornell University) Artificial IntelligenceLarge Ai ModelModel OptimizationDeep Neural NetworksEngineering	2018	1.4K
Auto-WEKA Chris Thornton, Frank Hutter, Holger H. Hoos, Artificial IntelligenceHyperparameter EstimationEngineeringMachine LearningData Science	2013	1.3K
Efficient and robust automated machine learning Matthias Feurer, Aaron Klein, Katharina Eggensperger, Neural Information Processing Systems Artificial IntelligenceHyperparameter EstimationEngineeringMachine LearningData Science	2015	1.3K
Fixing Weight Decay Regularization in Adam Ilya Loshchilov, Frank Hutter Convolutional Neural NetworkEngineeringMachine LearningWeight DecayImage Analysis	2018	1.1K
ParamILS: An Automatic Algorithm Configuration Framework Frank Hutter, Holger H. Hoos, Kevin Leyton‐Brown, Journal of Artificial Intelligence Research Mathematical ProgrammingEngineeringAlgorithm ConfigurationComputational ComplexityEmpirical Algorithmics	2009	857
SATzilla: Portfolio-based Algorithm Selection for SAT Lizhong Xu, Frank Hutter, Holger H. Hoos, Journal of Artificial Intelligence Research Mathematical ProgrammingArtificial IntelligenceEngineeringSoftware EngineeringComputational Complexity	2008	821
Neural Architecture Search: A Survey Thomas Elsken, Jan Hendrik Metzen, Frank Hutter arXiv (Cornell University) Artificial IntelligenceLarge Ai ModelModel OptimizationDeep Neural NetworksEngineering	2019	734

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