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Frank Hutter

university of stuttgart

72H-index
384Paper Count
4.3WCitation Count
Published Papers 12
Publication Date
Practitioner Motives to Use Different Hyperparameter Optimization Methods
err2025-12-01
err1
PREAI
errKannengiesser, Niclas; Hasebrook, Niklas; Morsbach, Felix; Zoller, Marc-Andre; Franke, Jorg K. H.; Lindauer, Marius; Hutter, Frank; Sunyaev, Ali
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Advancing biogeographical ancestry predictions through machine learning
err2025-06-13
err0
errOAAI
errCarola Sophia Heinzel; Lennart Purucker; Frank Hutter; Peter Pfaffelhuber
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Neural Architecture Search for Dense Prediction Tasks in Computer Vision
err2023-04-15
err8
errOAAI
errMohan, Rohit; Elsken, Thomas; Zela, Arber; Metzen, Jan Hendrik; Staffler, Benedikt; Brox, Thomas; Valada, Abhinav; Hutter, Frank
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AI for social good: unlocking the opportunity for positive impact
err2020-05-18
err125
errOAAI
errTomasev, Nenad; Cornebise, Julien; Hutter, Frank; Mohamed, Shakir; Picciariello, Angela; Connelly, Bec; Belgrave, Danielle C. M.; Ezer, Daphne; van der Haert, Fanny Cachat; Mugisha, Frank; Abila, Gerald; Arai, Hiromi; Almiraat, Hisham; Proskurnia, Julia; Snyder, Kyle; Otake-Matsuura, Mihoko; Othman, Mustafa; Glasmachers, Tobias; de Wever, Wilfried; Teh, Yee Whye; Khan, Mohammad Emtiyaz; De Winne, Ruben; Schaul, Tom; Clopath, Claudia
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Evolutionary computation for wind farm layout optimization
err2018-10-01
err57
errOAAI
errWilson, Dennis; Rodrigues, Silvio; Segura, Carlos; Loshchilov, Ilya; Hutter, Frank; Lopez Buenfil, Guillermo; Kheiri, Ahmed; Keedwell, Ed; Ocampo-Pineda, Mario; Ozcan, Ender; Valdez Pena, Sergio Ivvan; Goldman, Brian; Botello Rionda, Salvador; Hernandez-Aguirre, Arturo; Veeramachaneni, Kalyan; Cussat-Blanc, Sylvain
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Efficient benchmarking of algorithm configurators via model-based surrogates
err2017-12-22
err29
errOAAI
errEggensperger, Katharina; Lindauer, Marius; Hoos, Holger H.; Hutter, Frank; Leyton-Brown, Kevin
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Deep Learning With Convolutional Neural Networks for EEG Decoding and Visualization
err2017-08-07
err2.0K
errOAAI
errSchirrmeister, Robin Tibor; Springenberg, Jost Tobias; Fiederer, Lukas Dominique Josef; Glasstetter, Martin; Eggensperger, Katharina; Tangermann, Michael; Hutter, Frank; Burgard, Wolfram; Ball, Tonio
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The Configurable SAT Solver Challenge (CSSC)
err2017-02-01
err43
errOAAI
errHutter, Frank; Lindauer, Marius; Balint, Adrian; Bayless, Sam; Hoos, Holger; Leyton-Brown, Kevin
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ASlib: A benchmark library for algorithm selection
err2016-08-01
err143
errOAAI
errBischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin
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Understanding the Empirical Hardness of NP-Complete Problems
err2014-05-01
err33
PREAI
errLeyton-Brown, Kevin; Hoos, Holger H.; Hutter, Frank; Xu, Lin
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Algorithm runtime prediction: Methods & evaluation
err2014-01-01
err318
errOAAI
errHutter, Frank; Xu, Lin; Hoos, Holger H.; Leyton-Brown, Kevin
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Diagnosis by a waiter and a Mars explorer
err2004-03-01
err57
errOAAI
errDe Freitas, N; Dearden, R; Hutter, F; Morales-Menéndez, R; Mutch, J; Poole, D
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