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OpenML: An R Package to Connect to the Machine Learning Platform OpenML

May 04, 2017
Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl

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An update on statistical boosting in biomedicine

Feb 27, 2017
Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann, Tobias Hepp, Olaf Gefeller, Matthias Schmid

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Stability selection for component-wise gradient boosting in multiple dimensions

Nov 30, 2016
Janek Thomas, Andreas Mayr, Bernd Bischl, Matthias Schmid, Adam Smith, Benjamin Hofner

* 16 pages 

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Controlling false discoveries in high-dimensional situations: Boosting with stability selection

Nov 05, 2014
Benjamin Hofner, Luigi Boccuto, Markus Göker

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