Frank Hutter

Ziyu Wang, Masrour Zoghi, Frank Hutter, David Matheson, Nando de Freitas: Bayesian Optimization in a Billion Dimensions via Random Embeddings. CoRR abs/1301.1942 (2013)

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: Parallel Algorithm Configuration. LION 2012: 55-70

Lin Xu, Frank Hutter, Holger Hoos, Kevin Leyton-Brown: Evaluating Component Solver Contributions to Portfolio-Based Algorithm Selectors. SAT 2012: 228-241

Chris Thornton, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: Auto-WEKA: Automated Selection and Hyper-Parameter Optimization of Classification Algorithms. CoRR abs/1208.3719 (2012)

Frank Hutter, Lin Xu, Holger H. Hoos, Kevin Leyton-Brown: Algorithm Runtime Prediction: The State of the Art. CoRR abs/1211.0906 (2012)

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: Sequential Model-Based Optimization for General Algorithm Configuration. LION 2011: 507-523

Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: SATzilla: Portfolio-based Algorithm Selection for SAT. CoRR abs/1111.2249 (2011)

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: Tradeoffs in the empirical evaluation of competing algorithm designs. Ann. Math. Artif. Intell. 60(1-2): 65-89 (2010)

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: Automated Configuration of Mixed Integer Programming Solvers. CPAIOR 2010: 186-202

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Kevin P. Murphy: Time-Bounded Sequential Parameter Optimization. LION 2010: 281-298

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Thomas Stützle: ParamILS: An Automatic Algorithm Configuration Framework. J. Artif. Intell. Res. (JAIR) 36: 267-306 (2009)

Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown, Kevin P. Murphy: An experimental investigation of model-based parameter optimisation: SPO and beyond. GECCO 2009: 271-278

Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: SATzilla: Portfolio-based Algorithm Selection for SAT. J. Artif. Intell. Res. (JAIR) 32: 565-606 (2008)

Frank Hutter, Holger H. Hoos, Thomas Stützle: Automatic Algorithm Configuration Based on Local Search. AAAI 2007: 1152-1157

Lin Xu, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown: : The Design and Analysis of an Algorithm Portfolio for SAT. CP 2007: 712-727

Frank Hutter, Domagoj Babic, Holger H. Hoos, Alan J. Hu: Boosting Verification by Automatic Tuning of Decision Procedures. FMCAD 2007: 27-34

Wolfgang Achtner, Esma Aïmeur, Sarabjot Singh 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 P. 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 27(4): 92-102 (2006)

Frank Hutter, Youssef Hamadi, Holger H. Hoos, Kevin Leyton-Brown: Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms. CP 2006: 213-228

Frank Hutter, Holger H. Hoos, Thomas Stützle: Efficient Stochastic Local Search for MPE Solving. IJCAI 2005: 169-174

Frank Hutter, Dave A. D. Tompkins, Holger H. Hoos: Scaling and Probabilistic Smoothing: Efficient Dynamic Local Search for SAT. CP 2002: 233-248