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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
    Conference paper
    Chris Fawcett, Mauro Vallati, Frank Hutter, Jörg Hoffmann 0001, Holger H. Hoos, Kevin Leyton-Brown.
    Improved Features for Runtime Prediction of Domain-Independent Planners.
    Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, ICAPS 2014, Portsmouth, New Hampshire, USA, June 21-26, 2014 2014 (0) 2014
    Conference paper
    Frank Hutter, Manuel López-Ibáñez, Chris Fawcett, Marius Thomas Lindauer, Holger H. Hoos, Kevin Leyton-Brown, Thomas Stützle.
    AClib: A Benchmark Library for Algorithm Configuration.
    Learning and Intelligent Optimization - 8th International Conference, Lion 8, Gainesville, FL, USA, February 16-21, 2014. Revised Selected Papers 2014 (0) 2014
    Conference paper
    Daniel Geschwender, Frank Hutter, Lars Kotthoff, Yuri Malitsky, Holger H. Hoos, Kevin Leyton-Brown.
    Algorithm Configuration in the Cloud: A Feasibility Study.
    Learning and Intelligent Optimization - 8th International Conference, Lion 8, Gainesville, FL, USA, February 16-21, 2014. Revised Selected Papers 2014 (0) 2014
    Conference paper
    Matthias Feurer, Jost Tobias Springenberg, Frank Hutter.
    Using Meta-Learning to Initialize Bayesian Optimization of Hyperparameters.
    Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014. 2014 (0) 2014
    Conference paper
    Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Surrogate Benchmarks for Hyperparameter Optimization.
    Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014. 2014 (0) 2014
    Conference paper
    Frank Hutter.
    Bayesian Optimization for More Automatic Machine Learning.
    Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014. 2014 (0) 2014
    Show item 1 to 10 of 37  

    Your query returned 37 matches in the database.