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Publications of "Katharina Eggensperger" ( http://dblp.L3S.de/Authors/Katharina_Eggensperger )

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Publication years (Num. hits)
2014-2019 (16)
Publication types (Num. hits)
article(9) incollection(1) inproceedings(6)
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Found 17 publication records. Showing 16 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
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
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
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
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
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
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
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
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
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
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
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
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
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
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
1Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown Surrogate Benchmarks for Hyperparameter Optimization. Search on Bibsonomy MetaSel@ECAI The full citation details ... 2014 DBLP  BibTeX  RDF
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