ParamILS: An Automatic Algorithm Configuration Framework

ParamILS: An Automatic Algorithm Configuration Framework

15 January 2014

Thomas Stuetzle

Kevin Leyton-Brown

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Papers citing "ParamILS: An Automatic Algorithm Configuration Framework"

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Title
Bayesian Optimization in a Billion Dimensions via Random Embeddings Ziyun Wang Frank Hutter M. Zoghi David Matheson Nando de Freitas 219 447 0 09 Jan 2013
Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark M. Khouadjia Marc Schoenauer V. Vidal Johann Dréo P. Savéant 48 11 0 20 Dec 2012
Algorithm Selection for Combinatorial Search Problems: A Survey Lars Kotthoff 123 373 0 30 Oct 2012
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms C. Thornton Frank Hutter Holger H. Hoos Kevin Leyton-Brown 96 76 0 18 Aug 2012
Simple Algorithm Portfolio for SAT Mladen Nikolic Filip Marić Predrag Janičić 116 38 0 01 Jul 2011
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization Thomas Bartz-Beielstein 121 54 0 23 Jun 2010