Benjamin Hofner

According to our database, Benjamin Hofner authored at least 13 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

OpenML: An R package to connect to the machine learning platform OpenML.

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

Comput. Stat., 2019

2018

Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates.

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

Stat. Comput., 2018

2017

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

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

CoRR, 2017

An Update on Statistical Boosting in Biomedicine.

Andreas Mayr, Benjamin Hofner, Elisabeth Waldmann, Tobias Hepp, Sebastian Meyer, Olaf Gefeller

Comput. Math. Methods Medicine, 2017

Predictive Modelling Based on Statistical Learning in Biomedicine.

Olaf Gefeller, Benjamin Hofner, Andreas Mayr, Elisabeth Waldmann

Comput. Math. Methods Medicine, 2017

Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies.

Stefanie Friedrichs, Juliane Manitz, Patricia Burger, Christopher I. Amos, Angela Risch, Jenny Chang-Claude, Heinz-Erich Wichmann, Thomas Kneib, Heike Bickeböller, Benjamin Hofner

Comput. Math. Methods Medicine, 2017

2016

A unified framework of constrained regression.

Benjamin Hofner, Thomas Kneib, Torsten Hothorn

Stat. Comput., 2016

Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection.

Andreas Mayr, Benjamin Hofner, Matthias Schmid

BMC Bioinform., 2016

2015

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

Benjamin Hofner, Luigi Boccuto, Markus Göker

BMC Bioinform., 2015

2014

Model-based boosting in R: a hands-on tutorial using the R package mboost.

Benjamin Hofner, Andreas Mayr, Nikolay Robinzonov, Matthias Schmid

Comput. Stat., 2014

2013

Variable selection and model choice in structured survival models.

Benjamin Hofner, Torsten Hothorn, Thomas Kneib

Comput. Stat., 2013

opm: an R package for analysing OmniLog^® phenotype microarray data.

Lea A. I. Vaas, Johannes Sikorski, Benjamin Hofner, Anne Fiebig, Nora Buddruhs, Hans-Peter Klenk, Markus Göker

Bioinform., 2013

2010

Model-based Boosting 2.0.

Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, Benjamin Hofner

J. Mach. Learn. Res., 2010