Andreas Bender

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Semi Structured Documents

Machine Learning

Top Venues

Artif. Intell. Rev.

Publications

Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender
Training Survival Models using Scoring Rules. CoRR (2024)
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Bernd Bischl, Andreas Bender
Deep learning for survival analysis: a review. Artif. Intell. Rev. 57 (3) (2024)
Lukas Burk, John Zobolas, Bernd Bischl, Andreas Bender, Marvin N. Wright, Raphael Sonabend
A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data. CoRR (2024)
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Andreas Bender
Deep Learning for Survival Analysis: A Review. CoRR (2023)
Roman Hornung, Malte Nalenz, Lennart Schneider, Andreas Bender, Ludwig Bothmann, Bernd Bischl, Thomas Augustin, Anne-Laure Boulesteix
Evaluating machine learning models in non-standard settings: An overview and new findings. CoRR (2023)
Cornelius Fritz, Giacomo De Nicola, Felix Günther, David Rügamer, Martje Rave, Marc Schneble, Andreas Bender, Maximilian Weigert, Ralph Brinks, Annika Hoyer, Ursula Berger, Helmut Küchenhoff, Göran Kauermann
Challenges in Interpreting Epidemiological Surveillance Data - Experiences from Germany. J. Comput. Graph. Stat. 32 (3) (2023)
Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer
Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures. Bioinform. 38 (17) (2022)
David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, Clemens Stachl
Factorized Structured Regression for Large-Scale Varying Coefficient Models. ECML/PKDD (5) (2022)
Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rügamer
DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis. CoRR (2022)
Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rügamer
DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis. PAKDD (2) (2022)
David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, Clemens Stachl
Factorized Structured Regression for Large-Scale Varying Coefficient Models. CoRR (2022)
Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
mlr3proba: an R package for machine learning in survival analysis. Bioinform. 37 (17) (2021)
Philipp Kopper, Sebastian Pölsterl, Christian Wachinger, Bernd Bischl, Andreas Bender, David Rügamer
Semi-Structured Deep Piecewise Exponential Models. SPACA (2021)
Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer
Evaluation of survival distribution predictions with discrimination measures. CoRR (2021)
Alexander Bauer, André Klima, Jana Gauß, Hannah Kümpel, Andreas Bender, Helmut Küchenhoff
Mundus vult decipi, ergo decipiatur: Visual Communication of Uncertainty in Election Polls. CoRR (2021)
Philipp Kopper, Sebastian Pölsterl, Christian Wachinger, Bernd Bischl, Andreas Bender, David Rügamer
Semi-Structured Deep Piecewise Exponential Models. CoRR (2020)
Andreas Bender, David Rügamer, Fabian Scheipl, Bernd Bischl
A General Machine Learning Framework for Survival Analysis. CoRR (2020)
Andreas Bender, David Rügamer, Fabian Scheipl, Bernd Bischl
A General Machine Learning Framework for Survival Analysis. ECML/PKDD (3) (2020)
Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
mlr3proba: Machine Learning Survival Analysis in R. CoRR (2020)
Andreas Bender, Alexander Bauer
coalitions: Coalition probabilities in multi-party democracies. J. Open Source Softw. 3 (23) (2018)
Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl
Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations. Briefings Bioinform. 13 (3) (2012)