Benjamin Hofner

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2019 J jnl
OpenML: An R package to connect to the machine learning platform OpenML.
Comput. Stat.
Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl
2018 J jnl
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates.
Stat. Comput.
Janek Thomas, Andreas Mayr, Bernd Bischl, Matthias Schmid, Adam Smith, Benjamin Hofner
2017 J jnl
An Update on Statistical Boosting in Biomedicine.
Comput. Math. Methods Medicine
Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann, Tobias Hepp, Sebastian Meyer, Olaf Gefeller
2017 J jnl
OpenML: An R Package to Connect to the Networked Machine Learning Platform OpenML.
CoRR
Giuseppe Casalicchio, Jakob Bossek, Michel Lang, Dominik Kirchhoff, Pascal Kerschke, Benjamin Hofner, Heidi Seibold, Joaquin Vanschoren, Bernd Bischl
2017 J jnl
Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies.
Comput. Math. Methods Medicine
Stefanie Friedrichs, Juliane Manitz, Patricia Burger, Christopher I. Amos, Angela Risch, Jenny Chang-Claude, Heinz-Erich Wichmann, Thomas Kneib, Heike Bickeböller, Benjamin Hofner
2017 J jnl
Predictive Modelling Based on Statistical Learning in Biomedicine.
Comput. Math. Methods Medicine
Olaf Gefeller, Benjamin Hofner, Andreas Mayr, Elisabeth Waldmann
2016 J jnl
A unified framework of constrained regression.
Stat. Comput.
Benjamin Hofner, Thomas Kneib, Torsten Hothorn
2016 J jnl
Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection.
BMC Bioinform.
Andreas Mayr, Benjamin Hofner, Matthias Schmid
2015 J jnl
Controlling false discoveries in high-dimensional situations: boosting with stability selection.
BMC Bioinform.
Benjamin Hofner, Luigi Boccuto, Markus Göker
2014 J jnl
Model-based boosting in R: a hands-on tutorial using the R package mboost.
Comput. Stat.
Benjamin Hofner, Andreas Mayr, Nikolay Robinzonov, Matthias Schmid
2013 J jnl
Variable selection and model choice in structured survival models.
Comput. Stat.
Benjamin Hofner, Torsten Hothorn, Thomas Kneib
2013 J jnl
opm: an R package for analysing OmniLog
Bioinform.
Lea A. I. Vaas, Johannes Sikorski, Benjamin Hofner, Anne Fiebig, Nora Buddruhs, Hans-Peter Klenk, Markus Göker
2010 J jnl
Model-based Boosting 2.0.
J. Mach. Learn. Res.
Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, Benjamin Hofner