Model-based Boosting 2.0. - Torsten Hothorn; Peter Bühlmann; Thomas Kneib; Matthias Schmid; Benjamin Hofner (J. Mach. Learn. Res., 2010)

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)

Variable selection and model choice in structured survival models. - Benjamin Hofner; Torsten Hothorn; Thomas Kneib (Comput. Stat., 2013)

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)

Controlling false discoveries in high-dimensional situations: boosting with stability selection. - Benjamin Hofner; Luigi Boccuto; Markus Göker (BMC Bioinform., 2015)

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)

A unified framework of constrained regression. - Benjamin Hofner; Thomas Kneib; Torsten Hothorn (Stat. Comput., 2016)

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)

Predictive Modelling Based on Statistical Learning in Biomedicine. - Olaf Gefeller; Benjamin Hofner; Andreas Mayr; Elisabeth Waldmann (Comput. Math. Methods Medicine, 2017)

An Update on Statistical Boosting in Biomedicine. - Andreas Mayr; Benjamin Hofner; Elisabeth Waldmann; Tobias Hepp 001; Sebastian Meyer 003; Olaf Gefeller (Comput. Math. Methods Medicine, 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)

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)

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)