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    Author information
    First name: Frank
    Last name: Hutter
    DBLP: 89/5383
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    Below you find the publications which have been written by this author.

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    Conference paper
    Frank Hutter, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown.
    Algorithm runtime prediction: Methods evaluation.
    Artif. Intell. 2014, Volume 206 (0) 2014
    Journal article
    Frank Hutter, Thomas Stützle, Kevin Leyton-Brown, Holger H. Hoos.
    ParamILS: An Automatic Algorithm Configuration Framework.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Kevin Leyton-Brown, Holger H. Hoos, Frank Hutter, Lin Xu.
    Understanding the empirical hardness of
    Commun. ACM 2014, Volume 57 (0) 2014
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    An Efficient Approach for Assessing Hyperparameter Importance.
    Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014 2014 (0) 2014
    Journal article
    Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas.
    Bayesian Optimization in a Billion Dimensions via Random Embeddings
    CoRR 2013, Volume 0 (0) 2013
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    An evaluation of sequential model-based optimization for expensive blackbox functions.
    Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings 2013 (0) 2013
    Conference paper
    Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas.
    Bayesian Optimization in High Dimensions via Random Embeddings.
    IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013 2013 (0) 2013
    Conference paper
    Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms.
    The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 2013 (0) 2013
    Journal article
    Frank Hutter, Michael A. Osborne.
    A Kernel for Hierarchical Parameter Spaces.
    CoRR 2013, Volume 0 (0) 2013
    Journal article
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Bayesian Optimization With Censored Response Data.
    CoRR 2013, Volume 0 (0) 2013
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Identifying Key Algorithm Parameters and Instance Features Using Forward Selection.
    Learning and Intelligent Optimization - 7th International Conference, LION 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers 2013 (0) 2013
    Conference paper
    Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Evaluating Component Solver Contributions to Portfolio-Based Algorithm Selectors.
    Theory and Applications of Satisfiability Testing - SAT 2012 - 15th International Conference, Trento, Italy, June 17-20, 2012. Proceedings 2012 (0) 2012
    Conference paper
    Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Auto-WEKA: Automated Selection and Hyper-Parameter Optimization of Classification Algorithms
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Parallel Algorithm Configuration.
    Algorithmic Learning Theory - 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings 2012 (0) 2012
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Parallel Algorithm Configuration.
    Learning and Intelligent Optimization - 6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers 2012 (0) 2012
    Journal article
    Frank Hutter, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown.
    Algorithm Runtime Prediction: The State of the Art
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Sequential Model-Based Optimization for General Algorithm Configuration.
    Learning and Intelligent Optimization - 5th International Conference, LION 5, Rome, Italy, January 17-21, 2011. Selected Papers 2011 (0) 2011
    Conference paper
    Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    SATzilla: Portfolio-based Algorithm Selection for SAT
    CoRR 2011, Volume 0 (0) 2011
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Automated Configuration of Mixed Integer Programming Solvers.
    Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 7th International Conference, CPAIOR 2010, Bologna, Italy, June 14-18, 2010. Proceedings 2010 (0) 2010
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Kevin P. Murphy.
    Time-Bounded Sequential Parameter Optimization.
    Learning and Intelligent Optimization, 4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers 2010 (0) 2010
    Journal article
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Tradeoffs in the empirical evaluation of competing algorithm designs.
    Ann. Math. Artif. Intell. 2010, Volume 60 (0) 2010
    Journal article
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Thomas Stützle.
    ParamILS: An Automatic Algorithm Configuration Framework.
    J. Artif. Intell. Res. (JAIR) 2009, Volume 36 (0) 2009
    Conference paper
    Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Kevin P. Murphy.
    An experimental investigation of model-based parameter optimisation: SPO and beyond.
    Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009 2009 (0) 2009
    Conference paper
    Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    SATzilla: Portfolio-based Algorithm Selection for SAT.
    J. Artif. Intell. Res. (JAIR) 2008, Volume 32 (0) 2008
    Conference paper
    Frank Hutter, Holger H. Hoos, Thomas Stützle.
    Automatic Algorithm Configuration Based on Local Search.
    Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada 2007 (0) 2007
    Conference paper
    Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    : The Design and Analysis of an Algorithm Portfolio for SAT.
    Principles and Practice of Constraint Programming - CP 2007, 13th International Conference, CP 2007, Providence, RI, USA, September 23-27, 2007, Proceedings 2007 (0) 2007
    Conference paper
    Frank Hutter, Domagoj Babic, Holger H. Hoos, Alan J. Hu.
    Boosting Verification by Automatic Tuning of Decision Procedures.
    Formal Methods in Computer-Aided Design, 7th International Conference, FMCAD 2007, Austin, Texas, USA, November 11-14, 2007, Proceedings 2007 (0) 2007
    Conference paper
    Wolfgang Achtner, Esma Aïmeur, Sarabjot S. Anand, Doug Appelt, Naveen Ashish, Tiffany Barnes, Joseph E. Beck, M. Bernardine Dias, Prashant Doshi, Chris Drummond, William Elazmeh, Ariel Felner, Dayne Freitag, Hector Geffner, Christopher W. Geib, Richard Goodwin, Robert C. Holte, Frank Hutter, Fair Isaac, Nathalie Japkowicz, Gal A. Kaminka, Sven Koenig, Michail G. Lagoudakis, David B. Leake, Lundy Lewis, Hugo Liu, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Pascal Poupart, David V. Pynadath, Thomas Roth-Berghofer, Wheeler Ruml, Stefan Schulz, Sven Schwarz, Stephanie Seneff, Amit Sheth, Ron Sun, Michael Thielscher, Afzal Upal, Jason D. Williams, Steve Young, Dmitry Zelenko.
    Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program.
    AI Magazine 2006, Volume 27 (0) 2006
    Conference paper
    Frank Hutter, Youssef Hamadi, Holger H. Hoos, Kevin Leyton-Brown.
    Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms.
    Principles and Practice of Constraint Programming - CP 2006, 12th International Conference, CP 2006, Nantes, France, September 25-29, 2006, Proceedings 2006 (0) 2006
    Conference paper
    Frank Hutter, Holger H. Hoos, Thomas Stützle.
    Efficient Stochastic Local Search for MPE Solving.
    IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5, 2005 2005 (0) 2005
    Conference paper
    Frank Hutter, Dave A. D. Tompkins, Holger H. Hoos.
    Scaling and Probabilistic Smoothing: Efficient Dynamic Local Search for SAT.
    Principles and Practice of Constraint Programming - CP 2002, 8th International Conference, CP 2002, Ithaca, NY, USA, September 9-13, 2002, Proceedings 2002 (0) 2002
    Show item 1 to 31 of 31  

    Your query returned 31 matches in the database.