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Total Least Squares for Optimal Pose Estimation

Jun 22, 2021
Saeed Maleki, John Crassidis, Yang Cheng, Matthias Schmid

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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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Boosting Joint Models for Longitudinal and Time-to-Event Data

Dec 22, 2016
Elisabeth Waldmann, David Taylor-Robinson, Nadja Klein, Thomas Kneib, Tania Pressler, Matthias Schmid, Andreas Mayr

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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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On the use of Harrell's C for clinical risk prediction via random survival forests

Jul 18, 2016
Matthias Schmid, Marvin Wright, Andreas Ziegler

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Boosting the concordance index for survival data - a unified framework to derive and evaluate biomarker combinations

Oct 25, 2013
Andreas Mayr, Matthias Schmid

* PloS ONE 2014, 9(1): e84483 
* revised manuscript - added simulation study, additional results 

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