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Publications of "Frank Hutter" ( http://dblp.L3S.de/Authors/Frank_Hutter )

URL (Homepage):  http://aad.informatik.uni-freiburg.de/~hutter/  Author page on DBLP  Author page in RDF  Community of Frank Hutter in ASPL-2

Publication years (Num. hits)
2002-2010 (15) 2011-2014 (23) 2015 (16) 2016-2017 (34) 2018 (25) 2019 (27)
Publication types (Num. hits)
article(67) book(1) incollection(7) inproceedings(62) proceedings(3)
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The graphs summarize 6 occurrences of 6 keywords

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Found 141 publication records. Showing 140 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Neural Architecture Search: A Survey. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2019 DBLP  BibTeX  RDF
1Katharina Eggensperger, Marius Lindauer, Frank Hutter Pitfalls and Best Practices in Algorithm Configuration. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Michael Volpp, Lukas Fröhlich, Andreas Doerr, Frank Hutter, Christian Daniel Meta-Learning Acquisition Functions for Bayesian Optimization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1André Biedenkapp, H. Furkan Bozkurt, Frank Hutter, Marius Lindauer Towards White-box Benchmarks for Algorithm Control. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Marius Lindauer, Matthias Feurer, Katharina Eggensperger, André Biedenkapp, Frank Hutter Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Aaron Klein, Zhenwen Dai, Frank Hutter, Neil D. Lawrence, Javier Gonzalez Meta-Surrogate Benchmarking for Hyperparameter Optimization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Marius Lindauer, Frank Hutter Best Practices for Scientific Research on Neural Architecture Search. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Matilde Gargiani, Aaron Klein, Stefan Falkner, Frank Hutter Probabilistic Rollouts for Learning Curve Extrapolation Across Hyperparameter Settings. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Chris Ying, Aaron Klein, Esteban Real, Eric Christiansen, Kevin Murphy 0002, Frank Hutter NAS-Bench-101: Towards Reproducible Neural Architecture Search. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Joshua Marben, Philipp Müller, Frank Hutter BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tonmoy Saikia, Yassine Marrakchi, Arber Zela, Frank Hutter, Thomas Brox AutoDispNet: Improving Disparity Estimation with AutoML. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Raghu Rajan, Frank Hutter !MDP Playground: Meta-Features in Reinforcement Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Aaron Klein, Frank Hutter Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jörg K. H. Franke, Gregor Köhler, Noor Awad, Frank Hutter Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Arber Zela, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, Frank Hutter Understanding and Robustifying Differentiable Architecture Search. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Frank Hutter, Lars Kotthoff, Joaquin Vanschoren (eds.) Automated Machine Learning - Methods, Systems, Challenges Search on Bibsonomy 2019 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Chris Thornton, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Auto-WEKA: Automatic Model Selection and Hyperparameter Optimization in WEKA. Search on Bibsonomy Automated Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Matthias Feurer, Frank Hutter Hyperparameter Optimization. Search on Bibsonomy Automated Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Tobias Springenberg, Manuel Blum 0002, Frank Hutter Auto-sklearn: Efficient and Robust Automated Machine Learning. Search on Bibsonomy Automated Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Hector Mendoza, Aaron Klein, Matthias Feurer, Jost Tobias Springenberg, Matthias Urban, Michael Burkart, Maximilian Dippel, Marius Lindauer, Frank Hutter Towards Automatically-Tuned Deep Neural Networks. Search on Bibsonomy Automated Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Neural Architecture Search. Search on Bibsonomy Automated Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Abhinav Sharma, Jan N. van Rijn, Frank Hutter, Andreas Müller Hyperparameter Importance for Image Classification by Residual Neural Networks. Search on Bibsonomy DS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter Learning to Design RNA. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Ilya Loshchilov, Frank Hutter Decoupled Weight Decay Regularization. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution. Search on Bibsonomy ICLR (Poster) The full citation details ... 2019 DBLP  BibTeX  RDF
1Chris Ying, Aaron Klein, Eric Christiansen, Esteban Real, Kevin Murphy 0002, Frank Hutter NAS-Bench-101: Towards Reproducible Neural Architecture Search. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Lior Fuks, Noor Awad, Frank Hutter, Marius Lindauer An Evolution Strategy with Progressive Episode Lengths for Playing Games. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Katharina Eggensperger, Marius Lindauer, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Efficient benchmarking of algorithm configurators via model-based surrogates. Search on Bibsonomy Machine Learning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Neural Architecture Search: A Survey. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Robin Tibor Schirrmeister, Patryk Chrabaszcz, Frank Hutter, Tonio Ball Generative Reversible Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Arber Zela, Aaron Klein, Stefan Falkner, Frank Hutter Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox Uncertainty Estimates for Optical Flow with Multi-Hypotheses Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Multi-objective Architecture Search for CNNs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Stefan Falkner, Aaron Klein, Frank Hutter BOHB: Robust and Efficient Hyperparameter Optimization at Scale. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Julie Beaulieu, Peter J. Bentley, Samuel Bernard, Guillaume Beslon, David M. Bryson, Patryk Chrabaszcz, Nick Cheney, Antoine Cully, Stéphane Doncieux, Fred C. Dyer, Kai Olav Ellefsen, Robert Feldt, Stephan Fischer 0002, Stephanie Forrest, Antoine Frénoy, Christian Gagné, Leni K. Le Goff, Laura M. Grabowski, Babak Hodjat, Frank Hutter, Laurent Keller, Carole Knibbe, Peter Krcah, Richard E. Lenski, Hod Lipson, Robert MacCurdy, Carlos Maestre, Risto Miikkulainen, Sara Mitri, David E. Moriarty, Jean-Baptiste Mouret, Anh Nguyen, Charles Ofria, Marc Parizeau, David P. Parsons, Robert T. Pennock, William F. Punch, Thomas S. Ray, Marc Schoenauer, Eric Shulte, Karl Sims, Kenneth O. Stanley, François Taddei, Danesh Tarapore, Simon Thibault, Westley Weimer, Richard Watson, Jason Yosinksi The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter Learning to Design RNA. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1James T. Wilson, Frank Hutter, Marc Peter Deisenroth Maximizing acquisition functions for Bayesian optimization. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Markus Wagner 0007, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter A case study of algorithm selection for the traveling thief problem. Search on Bibsonomy J. Heuristics The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Marius Lindauer, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Selection and Configuration of Parallel Portfolios. Search on Bibsonomy Handbook of Parallel Constraint Reasoning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Jan N. van Rijn, Frank Hutter Hyperparameter Importance Across Datasets. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Andre Biedenkapp, Joshua Marben, Marius Lindauer, Frank Hutter CAVE: Configuration Assessment, Visualization and Evaluation. Search on Bibsonomy LION The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Marius Lindauer, Frank Hutter Warmstarting of Model-Based Algorithm Configuration. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Benjamin Strang, Peter van der Putten, Jan N. van Rijn, Frank Hutter Don't Rule Out Simple Models Prematurely: A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML. Search on Bibsonomy IDA The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Dennis G. Wilson, Silvio Rodrigues, Carlos Segura, Ilya Loshchilov, Frank Hutter, Guillermo López Buenfil, Ahmed Kheiri, Ed Keedwell, Mario Ocampo-Pineda, Ender Özcan, Sergio Iwan Valdez Pea, Brian Goldman, Salvador Botello Rionda, Arturo Hernández Aguirre, Kalyan Veeramachaneni, Sylvain Cussat-Blanc Summary of evolutionary computation for wind farm layout optimization. Search on Bibsonomy GECCO (Companion) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1James T. Wilson, Frank Hutter, Marc Peter Deisenroth Maximizing acquisition functions for Bayesian optimization. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow. Search on Bibsonomy ECCV (7) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Simple and efficient architecture search for Convolutional Neural Networks. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2018 DBLP  BibTeX  RDF
1Stefan Falkner, Aaron Klein, Frank Hutter Practical Hyperparameter Optimization for Deep Learning. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2018 DBLP  BibTeX  RDF
1Stefan Falkner, Aaron Klein, Frank Hutter BOHB: Robust and Efficient Hyperparameter Optimization at Scale. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Katharina Eggensperger, Marius Lindauer, Frank Hutter Neural Networks for Predicting Algorithm Runtime Distributions. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Lars Kotthoff, Chris Thornton, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2017 DBLP  BibTeX  RDF
1Frank Hutter, Marius Lindauer, Adrian Balint, Sam Bayless, Holger H. Hoos, Kevin Leyton-Brown The Configurable SAT Solver Challenge (CSSC). Search on Bibsonomy Artif. Intell. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Katharina Eggensperger, Marius Thomas Lindauer, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Patryk Chrabaszcz, Ilya Loshchilov, Frank Hutter A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Katharina Eggensperger, Marius Lindauer, Frank Hutter Pitfalls and Best Practices in Algorithm Configuration. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Katharina Eggensperger, Marius Lindauer, Frank Hutter Predicting Runtime Distributions using Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jan N. van Rijn, Frank Hutter Hyperparameter Importance Across Datasets. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Robin Tibor Schirrmeister, Lukas Gemein, Katharina Eggensperger, Frank Hutter, Tonio Ball Deep learning with convolutional neural networks for decoding and visualization of EEG pathology. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1James T. Wilson, Riccardo Moriconi, Frank Hutter, Marc Peter Deisenroth The reparameterization trick for acquisition functions. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas Dominique Josef Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ilya Loshchilov, Frank Hutter Fixing Weight Decay Regularization in Adam. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Marius Lindauer, Frank Hutter Warmstarting of Model-based Algorithm Configuration. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Frank Hutter, Michel Lang, Rafael Gomes Mantovani, Jan N. van Rijn, Joaquin Vanschoren OpenML Benchmarking Suites and the OpenML100. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Thomas Elsken, Jan Hendrik Metzen, Frank Hutter Simple And Efficient Architecture Search for Convolutional Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jan N. van Rijn, Frank Hutter An Empirical Study of Hyperparameter Importance Across Datasets. Search on Bibsonomy AutoML@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Pavel Brazdil, Joaquin Vanschoren, Frank Hutter, Holger H. Hoos (eds.) Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017. Search on Bibsonomy AutoML@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Andre Biedenkapp, Marius Thomas Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger H. Hoos Efficient Parameter Importance Analysis via Ablation with Surrogates. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Chris Cameron, Holger H. Hoos, Kevin Leyton-Brown, Frank Hutter OASC-2017: *Zilla Submission. Search on Bibsonomy OASC The full citation details ... 2017 DBLP  BibTeX  RDF
1Aaron Klein, Stefan Falkner, Jost Tobias Springenberg, Frank Hutter Learning Curve Prediction with Bayesian Neural Networks. Search on Bibsonomy ICLR (Poster) The full citation details ... 2017 DBLP  BibTeX  RDF
1Ilya Loshchilov, Frank Hutter SGDR: Stochastic Gradient Descent with Warm Restarts. Search on Bibsonomy ICLR (Poster) The full citation details ... 2017 DBLP  BibTeX  RDF
1Marius Lindauer, Frank Hutter, Holger H. Hoos, Torsten Schaub AutoFolio: An Automatically Configured Algorithm Selector (Extended Abstract). Search on Bibsonomy IJCAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets. Search on Bibsonomy AISTATS The full citation details ... 2017 DBLP  BibTeX  RDF
1Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren ASlib: A benchmark library for algorithm selection. Search on Bibsonomy Artif. Intell. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ziyu Wang 0001, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas Bayesian Optimization in a Billion Dimensions via Random Embeddings. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Markus Wagner 0007, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter A case study of algorithm selection for the traveling thief problem. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Ilya Loshchilov, Frank Hutter CMA-ES for Hyperparameter Optimization of Deep Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Jost Tobias Springenberg, Aaron Klein, Stefan Falkner, Frank Hutter Asynchronous Stochastic Gradient MCMC with Elastic Coupling. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Ilya Loshchilov, Frank Hutter SGDR: Stochastic Gradient Descent with Restarts. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Tobias Schubert 0002, Katharina Eggensperger, Alexis Gkogkidis, Frank Hutter, Tonio Ball, Wolfram Burgard Automatic bone parameter estimation for skeleton tracking in optical motion capture. Search on Bibsonomy ICRA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Marius Lindauer, Rolf-David Bergdoll, Frank Hutter An Empirical Study of Per-instance Algorithm Scheduling. Search on Bibsonomy LION The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jost Tobias Springenberg, Aaron Klein, Stefan Falkner, Frank Hutter Bayesian Optimization with Robust Bayesian Neural Networks. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Frank Hutter, Lars Kotthoff, Joaquin Vanschoren (eds.) Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 24, 2016 Search on Bibsonomy AutoML@ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Hector Mendoza, Aaron Klein, Matthias Feurer, Jost Tobias Springenberg, Frank Hutter Towards Automatically-Tuned Neural Networks. Search on Bibsonomy AutoML@ICML The full citation details ... 2016 DBLP  BibTeX  RDF
1Frank Hutter, Jörg Lücke, Lars Schmidt-Thieme Beyond Manual Tuning of Hyperparameters. Search on Bibsonomy KI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Marius Thomas Lindauer, Holger H. Hoos, Frank Hutter, Torsten Schaub AutoFolio: An Automatically Configured Algorithm Selector. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren ASlib: A Benchmark Library for Algorithm Selection. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Frank Hutter, Marius Thomas Lindauer, Adrian Balint, Sam Bayless, Holger H. Hoos, Kevin Leyton-Brown The Configurable SAT Solver Challenge (CSSC). Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Ilya Loshchilov, Frank Hutter Online Batch Selection for Faster Training of Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Marius Thomas Lindauer, Holger H. Hoos, Frank Hutter From Sequential Algorithm Selection to Parallel Portfolio Selection. Search on Bibsonomy LION The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Frank Hutter, Marius Lindauer, Yuri Malitsky (eds.) Algorithm Configuration, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January 26, 2015. Search on Bibsonomy AAAI Workshop: Algorithm Configuration The full citation details ... 2015 DBLP  BibTeX  RDF
1Marius Lindauer, Holger H. Hoos, Frank Hutter, Torsten Schaub AutoFolio: Algorithm Configuration for Algorithm Selection. Search on Bibsonomy AAAI Workshop: Algorithm Configuration The full citation details ... 2015 DBLP  BibTeX  RDF
1Matthias Feurer, Jost Tobias Springenberg, Frank Hutter Initializing Bayesian Hyperparameter Optimization via Meta-Learning. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Jendrik Seipp, Silvan Sievers, Malte Helmert, Frank Hutter Automatic Configuration of Sequential Planning Portfolios. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown Efficient Benchmarking of Hyperparameter Optimizers via Surrogates. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Stefan Falkner, Marius Thomas Lindauer, Frank Hutter SpySMAC: Automated Configuration and Performance Analysis of SAT Solvers. Search on Bibsonomy SAT The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Matthias Feurer, Aaron Klein, Katharina Eggensperger, Jost Tobias Springenberg, Manuel Blum 0002, Frank Hutter Efficient and Robust Automated Machine Learning. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Mauro Vallati, Frank Hutter, Lukás Chrpa, Thomas Leo McCluskey On the Effective Configuration of Planning Domain Models. Search on Bibsonomy IJCAI The full citation details ... 2015 DBLP  BibTeX  RDF
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