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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
    Ziyu Wang, Frank Hutter, Masrour Zoghi, David Matheson, Nando de Freitas.
    Bayesian Optimization in a Billion Dimensions via Random Embeddings.
    J. Artif. Intell. Res. (JAIR) 2016, Volume 55 (0) 2016
    Journal article
    Ilya Loshchilov, Frank Hutter.
    CMA-ES for Hyperparameter Optimization of Deep Neural Networks.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown.
    Efficient Benchmarking of Hyperparameter Optimizers via Surrogates.
    Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. 2015 (0) 2015
    Conference paper
    Matthias Feurer, Jost Tobias Springenberg, Frank Hutter.
    Initializing Bayesian Hyperparameter Optimization via Meta-Learning.
    Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. 2015 (0) 2015
    Conference paper
    Jendrik Seipp, Silvan Sievers, Malte Helmert, Frank Hutter.
    Automatic Configuration of Sequential Planning Portfolios.
    Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. 2015 (0) 2015
    Journal article
    Frank Hutter, Marius Thomas Lindauer, Adrian Balint, Sam Bayless, Holger H. Hoos, Kevin Leyton-Brown.
    The Configurable SAT Solver Challenge (CSSC).
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Marius Thomas Lindauer, Holger H. Hoos, Frank Hutter.
    From Sequential Algorithm Selection to Parallel Portfolio Selection.
    Learning and Intelligent Optimization - 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers 2015 (0) 2015
    Journal article
    Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Thomas Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren.
    ASlib: A Benchmark Library for Algorithm Selection.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Tobias Domhan, Jost Tobias Springenberg, Frank Hutter.
    Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves.
    Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 2015 (0) 2015
    Conference paper
    Frank Hutter, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown.
    Algorithm Runtime Prediction: Methods and Evaluation (Extended Abstract).
    Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 2015 (0) 2015
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