Benjamin Hofner

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 8

Top Topics

Biologically Relevant

Variable Selection

Learning Platform

Top Venues

Comput. Math. Methods Medicine

Publications

Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl
OpenML: An R package to connect to the machine learning platform OpenML. Comput. Stat. 34 (3) (2019)
Janek Thomas, Andreas Mayr, Bernd Bischl, Matthias Schmid, Adam Smith, Benjamin Hofner
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Stat. Comput. 28 (3) (2018)
Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl
OpenML: An R Package to Connect to the Networked Machine Learning Platform OpenML. CoRR (2017)
Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann, Tobias Hepp, Sebastian Meyer, Olaf Gefeller
An Update on Statistical Boosting in Biomedicine. Comput. Math. Methods Medicine 2017 (2017)
Stefanie Friedrichs, Juliane Manitz, Patricia Burger, Christopher I. Amos, Angela Risch, Jenny Chang-Claude, Heinz-Erich Wichmann, Thomas Kneib, Heike Bickeböller, Benjamin Hofner
Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies. Comput. Math. Methods Medicine 2017 (2017)
Olaf Gefeller, Benjamin Hofner, Andreas Mayr, Elisabeth Waldmann
Predictive Modelling Based on Statistical Learning in Biomedicine. Comput. Math. Methods Medicine 2017 (2017)
Benjamin Hofner, Thomas Kneib, Torsten Hothorn
A unified framework of constrained regression. Stat. Comput. 26 (1-2) (2016)
Andreas Mayr, Benjamin Hofner, Matthias Schmid
Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection. BMC Bioinform. 17 (2016)
Benjamin Hofner, Luigi Boccuto, Markus Göker
Controlling false discoveries in high-dimensional situations: boosting with stability selection. BMC Bioinform. 16 (2015)
Benjamin Hofner, Andreas Mayr, Nikolay Robinzonov, Matthias Schmid
Model-based boosting in R: a hands-on tutorial using the R package mboost. Comput. Stat. 29 (1) (2014)
Lea A. I. Vaas, Johannes Sikorski, Benjamin Hofner, Anne Fiebig, Nora Buddruhs, Hans-Peter Klenk, Markus Göker
phenotype microarray data. Bioinform. 29 (14) (2013)
Benjamin Hofner, Torsten Hothorn, Thomas Kneib
Variable selection and model choice in structured survival models. Comput. Stat. 28 (3) (2013)
Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, Benjamin Hofner
Model-based Boosting 2.0. J. Mach. Learn. Res. 11 (2010)