Bayesian Optimization in a Billion Dimensions via Random Embeddings
Wang, Ziyu, Hutter, Frank, Zoghi, Masrour, Matheson, David, De Feitas, Nando
Published in The Journal of artificial intelligence research (19.02.2016)
Published in The Journal of artificial intelligence research (19.02.2016)
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Journal Article
Machine-learning-based diagnostics of EEG pathology
Gemein, Lukas A.W., Schirrmeister, Robin T., Chrabąszcz, Patryk, Wilson, Daniel, Boedecker, Joschka, Schulze-Bonhage, Andreas, Hutter, Frank, Ball, Tonio
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
Meta-Learning of Neural Architectures for Few-Shot Learning
Elsken, Thomas, Staffler, Benedikt, Metzen, Jan Hendrik, Hutter, Frank
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
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Conference Proceeding
AI for social good: unlocking the opportunity for positive impact
Tomašev, Nenad, Cornebise, Julien, Hutter, Frank, Mohamed, Shakir, Picciariello, Angela, Connelly, Bec, Belgrave, Danielle C. M., Ezer, Daphne, Haert, Fanny Cachat van der, Mugisha, Frank, Abila, Gerald, Arai, Hiromi, Almiraat, Hisham, Proskurnia, Julia, Snyder, Kyle, Otake-Matsuura, Mihoko, Othman, Mustafa, Glasmachers, Tobias, Wever, Wilfried de, Teh, Yee Whye, Khan, Mohammad Emtiyaz, Winne, Ruben De, Schaul, Tom, Clopath, Claudia
Published in Nature communications (18.05.2020)
Published in Nature communications (18.05.2020)
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Journal Article
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
Lehman, Joel, Clune, Jeff, Misevic, Dusan, Adami, Christoph, Altenberg, Lee, Beaulieu, Julie, Bentley, Peter J., Bernard, Samuel, Beslon, Guillaume, Bryson, David M., Cheney, Nick, Chrabaszcz, Patryk, Cully, Antoine, Doncieux, Stephane, Dyer, Fred C., Ellefsen, Kai Olav, Feldt, Robert, Fischer, Stephan, Forrest, Stephanie, Fŕenoy, Antoine, Gagńe, Christian, Le Goff, Leni, Grabowski, Laura M., Hodjat, Babak, Hutter, Frank, Keller, Laurent, Knibbe, Carole, Krcah, Peter, Lenski, Richard E., Lipson, Hod, MacCurdy, Robert, Maestre, Carlos, Miikkulainen, Risto, Mitri, Sara, Moriarty, David E., Mouret, Jean-Baptiste, Nguyen, Anh, Ofria, Charles, Parizeau, Marc, Parsons, David, Pennock, Robert T., Punch, William F., Ray, Thomas S., Schoenauer, Marc, Schulte, Eric, Sims, Karl, Stanley, Kenneth O., Taddei, François, Tarapore, Danesh, Thibault, Simon, Watson, Richard, Weimer, Westley, Yosinski, Jason
Published in Artificial life (01.05.2020)
Published in Artificial life (01.05.2020)
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Journal Article
Evolutionary computation for wind farm layout optimization
Wilson, Dennis, Rodrigues, Silvio, Segura, Carlos, Loshchilov, Ilya, Hutter, Frank, Buenfil, Guillermo López, Kheiri, Ahmed, Keedwell, Ed, Ocampo-Pineda, Mario, Özcan, Ender, Peña, Sergio Ivvan Valdez, Goldman, Brian, Rionda, Salvador Botello, Hernández-Aguirre, Arturo, Veeramachaneni, Kalyan, Cussat-Blanc, Sylvain
Published in Renewable energy (01.10.2018)
Published in Renewable energy (01.10.2018)
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Journal Article
Layered double hydroxide ion exchangers on superparamagnetic microparticles for recovery of phosphate from waste water
Mandel, Karl, Drenkova-Tuhtan, Asya, Hutter, Frank, Gellermann, Carsten, Steinmetz, Heidrun, Sextl, Gerhard
Published in Journal of materials chemistry. A, Materials for energy and sustainability (2013)
Published in Journal of materials chemistry. A, Materials for energy and sustainability (2013)
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Journal Article
A New Algorithm for RNA Secondary Structure Design
Andronescu, Mirela, Fejes, Anthony P., Hutter, Frank, Hoos, Holger H., Condon, Anne
Published in Journal of molecular biology (20.02.2004)
Published in Journal of molecular biology (20.02.2004)
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Journal Article
Tradeoffs in the empirical evaluation of competing algorithm designs
Hutter, Frank, Hoos, Holger H., Leyton-Brown, Kevin
Published in Annals of mathematics and artificial intelligence (01.10.2010)
Published in Annals of mathematics and artificial intelligence (01.10.2010)
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Journal Article
Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL
Zimmer, Lucas, Lindauer, Marius, Hutter, Frank
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2021)
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Journal Article
Pitfalls and Best Practices in Algorithm Configuration
Eggensperger, Katharina, Lindauer, Marius, Hutter, Frank
Published in The Journal of artificial intelligence research (01.01.2019)
Published in The Journal of artificial intelligence research (01.01.2019)
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Journal Article
Deep learning with convolutional neural networks for EEG decoding and visualization
Schirrmeister, Robin Tibor, Springenberg, Jost Tobias, Fiederer, Lukas Dominique Josef, Glasstetter, Martin, Eggensperger, Katharina, Tangermann, Michael, Hutter, Frank, Burgard, Wolfram, Ball, Tonio
Published in Human brain mapping (01.11.2017)
Published in Human brain mapping (01.11.2017)
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Journal Article
Algorithm runtime prediction: Methods & evaluation
Hutter, Frank, Xu, Lin, Hoos, Holger H., Leyton-Brown, Kevin
Published in Artificial intelligence (01.01.2014)
Published in Artificial intelligence (01.01.2014)
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Journal Article