Edit Profile (opens in new tab) Hutter, Frank Compute Distance To: Compute Author ID: hutter.frank Published as: Hutter, Frank; Hutter, F. External Links: MGP Documents Indexed: 19 Publications since 2006 Co-Authors: 52 Co-Authors with 19 Joint Publications 442 Co-Co-Authors all top 5 Co-Authors 0 single-authored 9 Lindauer, Marius 8 Hoos, Holger H. 8 Leyton-Brown, Kevin 3 Biedenkapp, André 3 Eggensperger, Katharina 2 Eimer, Theresa 2 Falkner, Stefan 2 Feurer, Matthias 2 Vanschoren, Joaquin 2 Xu, Lin 1 Adriaensen, Steven 1 Awad, Noor 1 Balint, Adrian 1 Bartels, Simon 1 Bartz-Beielstein, Thomas 1 Bayless, Sam 1 Benjamins, Carolin 1 Bischl, Bernd 1 Calandra, Roberto 1 Chrpa, Lukáš 1 de Feitas, Nando 1 Deng, Difan 1 Elsken, Thomas 1 Faust, Aleksandra 1 Fréchette, Alexandre 1 Gijsbers, Pieter 1 Hamadi, Youssef 1 Hennig, Philipp 1 Kadra, Arlind 1 Kerschke, Pascal 1 Kotthoff, Lars 1 Malitsky, Yuri 1 Mallik, Neeratyoy 1 Matheson, David 1 McCluskey, Thomas Leo 1 Metzen, Jan Hendrik 1 Miao, Yingjie 1 Murphy, Kevin P. 1 Parker-Holder, Jack 1 Rajan, Raghu 1 Ravi, Sahithya 1 Ruhkopf, Tim 1 Sass, René 1 Shala, Gresa 1 Song, Xingyou 1 Stützle, Thomas G. 1 Tierney, Kevin 1 Vallati, Mauro 1 van Rijn, Jan N. 1 Wang, Ziyu 1 Zhang, Baohe 1 Zoghi, Masrour all top 5 Serials 6 The Journal of Artificial Intelligence Research (JAIR) 4 Journal of Machine Learning Research (JMLR) 3 Artificial Intelligence 1 Journal of Automated Reasoning 1 Machine Learning 1 Electronic Journal of Statistics Fields 17 Computer science (68-XX) 3 Operations research, mathematical programming (90-XX) 2 Statistics (62-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 14 Publications have been cited 283 times in 205 Documents Cited by ▼ Year ▼ SATzilla: portfolio-based algorithm selection for SAT. Zbl 1182.68272Xu, L.; Hutter, F.; Hoos, H. H.; Leyton-Brown, K. 82 2008 Paramils: an automatic algorithm configuration framework. Zbl 1192.68831Hutter, F.; Hoos, H. H.; Leyton-Brown, K.; Stuetzle, T. 75 2009 Algorithm runtime prediction: methods & evaluation. Zbl 1334.68185Hutter, Frank; Xu, Lin; Hoos, Holger H.; Leyton-Brown, Kevin 29 2014 Bayesian optimization in a billion dimensions via random embeddings. Zbl 1358.90089Wang, Ziyu; Hutter, Frank; Zoghi, Masrour; Matheson, David; de Feitas, Nando 22 2016 Neural architecture search: a survey. Zbl 1485.68229Elsken, Thomas; Metzen, Jan Hendrik; Hutter, Frank 20 2019 ASlib: a benchmark library for algorithm selection. Zbl 1357.68202Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Fréchette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin 12 2016 Fast Bayesian hyperparameter optimization on large datasets. Zbl 1421.62027Klein, Aaron; Falkner, Stefan; Bartels, Simon; Hennig, Philipp; Hutter, Frank 11 2017 The configurable SAT solver challenge (CSSC). Zbl 1402.68161Hutter, Frank; Lindauer, Marius; Balint, Adrian; Bayless, Sam; Hoos, Holger; Leyton-Brown, Kevin 10 2017 Performance prediction and automated tuning of randomized and parametric algorithms. Zbl 1160.68551Hutter, Frank; Hamadi, Youssef; Hoos, Holger H.; Leyton-Brown, Kevin 10 2006 Pitfalls and best practices in algorithm configuration. Zbl 1489.68216Eggensperger, Katharina; Lindauer, Marius; Hutter, Frank 6 2019 Efficient benchmarking of algorithm configurators via model-based surrogates. Zbl 1457.68341Eggensperger, Katharina; Lindauer, Marius; Hoos, Holger H.; Hutter, Frank; Leyton-Brown, Kevin 3 2018 SpySMAC: automated configuration and performance analysis of SAT solvers. Zbl 1471.68243Falkner, Stefan; Lindauer, Marius; Hutter, Frank 1 2015 Sequential model-based parameter optimization: an experimental investigation of automated and interactive approaches. Zbl 1206.68363Hutter, Frank; Bartz-Beielstein, Thomas; Hoos, Holger H.; Leyton-Brown, Kevin; Murphy, Kevin P. 1 2010 On the importance of domain model configuration for automated planning engines. Zbl 07432186Vallati, Mauro; Chrpa, Lukáš; McCluskey, Thomas Leo; Hutter, Frank 1 2021 On the importance of domain model configuration for automated planning engines. Zbl 07432186Vallati, Mauro; Chrpa, Lukáš; McCluskey, Thomas Leo; Hutter, Frank 1 2021 Neural architecture search: a survey. Zbl 1485.68229Elsken, Thomas; Metzen, Jan Hendrik; Hutter, Frank 20 2019 Pitfalls and best practices in algorithm configuration. Zbl 1489.68216Eggensperger, Katharina; Lindauer, Marius; Hutter, Frank 6 2019 Efficient benchmarking of algorithm configurators via model-based surrogates. Zbl 1457.68341Eggensperger, Katharina; Lindauer, Marius; Hoos, Holger H.; Hutter, Frank; Leyton-Brown, Kevin 3 2018 Fast Bayesian hyperparameter optimization on large datasets. Zbl 1421.62027Klein, Aaron; Falkner, Stefan; Bartels, Simon; Hennig, Philipp; Hutter, Frank 11 2017 The configurable SAT solver challenge (CSSC). Zbl 1402.68161Hutter, Frank; Lindauer, Marius; Balint, Adrian; Bayless, Sam; Hoos, Holger; Leyton-Brown, Kevin 10 2017 Bayesian optimization in a billion dimensions via random embeddings. Zbl 1358.90089Wang, Ziyu; Hutter, Frank; Zoghi, Masrour; Matheson, David; de Feitas, Nando 22 2016 ASlib: a benchmark library for algorithm selection. Zbl 1357.68202Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Fréchette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin 12 2016 SpySMAC: automated configuration and performance analysis of SAT solvers. Zbl 1471.68243Falkner, Stefan; Lindauer, Marius; Hutter, Frank 1 2015 Algorithm runtime prediction: methods & evaluation. Zbl 1334.68185Hutter, Frank; Xu, Lin; Hoos, Holger H.; Leyton-Brown, Kevin 29 2014 Sequential model-based parameter optimization: an experimental investigation of automated and interactive approaches. Zbl 1206.68363Hutter, Frank; Bartz-Beielstein, Thomas; Hoos, Holger H.; Leyton-Brown, Kevin; Murphy, Kevin P. 1 2010 Paramils: an automatic algorithm configuration framework. Zbl 1192.68831Hutter, F.; Hoos, H. H.; Leyton-Brown, K.; Stuetzle, T. 75 2009 SATzilla: portfolio-based algorithm selection for SAT. Zbl 1182.68272Xu, L.; Hutter, F.; Hoos, H. H.; Leyton-Brown, K. 82 2008 Performance prediction and automated tuning of randomized and parametric algorithms. Zbl 1160.68551Hutter, Frank; Hamadi, Youssef; Hoos, Holger H.; Leyton-Brown, Kevin 10 2006 all cited Publications top 5 cited Publications all top 5 Cited by 592 Authors 11 Hoos, Holger H. 9 Lindauer, Marius 8 Hutter, Frank 8 Stützle, Thomas G. 6 Leyton-Brown, Kevin 5 Tierney, Kevin 4 Ansótegui, Carlos 4 Smith-Miles, Kate A. 4 Vallati, Mauro 3 Amadini, Roberto 3 Archetti, Francesco 3 Baatar, Davaatseren 3 Candelieri, Antonio 3 Janičić, Predrag 3 Lodi, Andrea 3 López-Ibáñez, Manuel 3 Malitsky, Yuri 3 Perego, Riccardo 3 Pon, Josep 3 Sellmann, Meinolf 3 Stuckey, Peter James 3 Yang, Yongjie 2 Arbelaez, Alejandro 2 Balint, Adrian 2 Binois, Mickaël 2 Bischl, Bernd 2 Burke, Edmund Kieran 2 Cai, Hanqin 2 Cai, Shaowei 2 Cerutti, Federico 2 Chrpa, Lukáš 2 de Causmaecker, Patrick 2 Dodaro, Carmine 2 England, Matthew 2 Franzin, Alberto 2 Gabbrielli, Maurizio 2 Gagliolo, Matteo 2 Gange, Graeme 2 Giacomin, Massimiliano 2 Giordani, Ilaria 2 Hottung, André 2 Kerschke, Pascal 2 Kotthoff, Lars 2 Kovács, Zoltán 2 Li, Wenjun 2 Lombardi, Michele 2 Lübbecke, Marco E. 2 Luo, Chuan 2 Manthey, Norbert 2 Mauro, Jacopo 2 Mckenzie, Daniel 2 Mısır, Mustafa 2 Mittelmann, Hans Detlef 2 Ochoa, Gabriela 2 O’Sullivan, Barry 2 Pérez Cáceres, Leslie 2 Roustant, Olivier 2 Schachte, Peter 2 Schaub, Torsten H. 2 Schmidhuber, Jürgen 2 Soize, Christian 2 Søndergaard, Harald 2 Soria-Alcaraz, Jorge A. 2 Su, Kaile 2 Swan, Jerry 2 Talbi, El-Ghazali 2 Tanaka, Shunji 2 Truszczyński, Mirosław 2 Wagner, Markus 2 Wang, Jianxin 2 Xu, Chao 2 Xu, Lin 2 Yin, Wotao 2 Zhang, Zhenliang 1 Ábrahám, Erika 1 Achterberg, Tobias 1 Adriaensen, Steven 1 Agarwal, Deborah 1 Akartunalı, Kerem 1 Al-Yahya, Tasniem Nasser 1 Alem, Douglas José 1 Alfaro-Fernández, Pedro 1 Allouche, David 1 Alway, Alyaa 1 Amendola, Giovanni 1 Amghar, Tassadit 1 An, Bo 1 Antonio, Candelieri 1 Aravkin, Aleksandr Y. 1 Arora, Bhavna 1 Aspar, Pelin 1 Audemard, Gilles 1 Bachoc, François 1 Bachrach, Yoram 1 Baldi, Pierre 1 Ban, Naohiko 1 Baratchi, Mitra 1 Bartolini, Andrea 1 Bartz-Beielstein, Thomas 1 Bassiliades, Nick ...and 492 more Authors all top 5 Cited in 55 Serials 22 Artificial Intelligence 17 European Journal of Operational Research 16 Computers & Operations Research 9 Machine Learning 8 Journal of Automated Reasoning 8 Annals of Mathematics and Artificial Intelligence 7 Constraints 5 Journal of Global Optimization 5 The Journal of Artificial Intelligence Research (JAIR) 4 Theory and Practice of Logic Programming 4 Journal of Machine Learning Research (JMLR) 3 Journal of Computational Physics 3 Formal Methods in System Design 3 Journal of Heuristics 3 Optimization and Engineering 2 Information Processing Letters 2 Information Sciences 2 Journal of Computer Science and Technology 2 International Journal of Approximate Reasoning 2 Annals of Operations Research 2 International Journal of Computer Mathematics 2 SIAM Journal on Scientific Computing 2 INFORMS Journal on Computing 2 Journal of Combinatorial Optimization 2 International Journal of Applied Mathematics and Computer Science 2 Optimization Letters 2 Mathematical Programming Computation 2 Journal of Computational and Graphical Statistics 2 SIAM/ASA Journal on Uncertainty Quantification 1 Discrete Applied Mathematics 1 SIAM Journal on Computing 1 Theoretical Computer Science 1 Algorithmica 1 Computational Mechanics 1 Neural Networks 1 Neural Computation 1 Automation and Remote Control 1 SIAM Review 1 SIAM Journal on Optimization 1 Applied and Computational Harmonic Analysis 1 Top 1 Theory of Computing Systems 1 Soft Computing 1 Data Mining and Knowledge Discovery 1 Computational Geosciences 1 JMMA. Journal of Mathematical Modelling and Algorithms 1 Discrete Optimization 1 Statistics and Computing 1 Croatian Operational Research Review (CRORR) 1 Journal of the Operations Research Society of China 1 Journal of Logical and Algebraic Methods in Programming 1 Modelirovanie i Analiz Informatsionnykh Sistem 1 Journal of Nonlinear and Variational Analysis 1 SN Operations Research Forum 1 OJMO. Open Journal of Mathematical Optimization all top 5 Cited in 19 Fields 146 Computer science (68-XX) 92 Operations research, mathematical programming (90-XX) 24 Statistics (62-XX) 11 Numerical analysis (65-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Probability theory and stochastic processes (60-XX) 4 Combinatorics (05-XX) 3 Mathematical logic and foundations (03-XX) 3 Geophysics (86-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Biology and other natural sciences (92-XX) 1 General and overarching topics; collections (00-XX) 1 Approximations and expansions (41-XX) 1 Geometry (51-XX) 1 Mechanics of deformable solids (74-XX) 1 Fluid mechanics (76-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) 1 Mathematics education (97-XX) Citations by Year