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Random boosting and random^2 forests -- A random tree depth injection approach


Sep 13, 2020
Tobias Markus Krabel, Thi Ngoc Tien Tran, Andreas Groll, Daniel Horn, Carsten Jentsch


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A First Analysis of Kernels for Kriging-based Optimization in Hierarchical Search Spaces


Jul 03, 2018
Martin Zaefferer, Daniel Horn

* The final authenticated version of this publication will appear in the proceedings of the 15th International Conference on Parallel Problem Solving from Nature 2018 (PPSN XV), published in the LNCS by Springer 

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mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions


Mar 15, 2017
Bernd Bischl, Jakob Richter, Jakob Bossek, Daniel Horn, Janek Thomas, Michel Lang

* 23 pages, 5 figures 

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Fast model selection by limiting SVM training times


Feb 10, 2016
Aydin Demircioglu, Daniel Horn, Tobias Glasmachers, Bernd Bischl, Claus Weihs


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