Andreas Bender

According to our database, Andreas Bender authored at least 25 papers between 2012 and 2026.

Collaborative distances:

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

2026

Semantically Conditioned Diffusion Models for Cerebral DSA Synthesis.

Qiwen Xu, David Rügamer, Holger Wenz, Johann Fontana, Nora Meggyeshazi, Andreas Bender, Máté E. Maros

CoRR, February, 2026

Deep generative models in digital subtraction angiography (DSA) and X-ray angiography: a systematic review.

Qiwen Xu, David Rügamer, Andreas Bender, Máté E. Maros

Artif. Intell. Rev., February, 2026

2025

mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration.

Sebastian Fischer, John Zobolas, Raphael Sonabend, Marc Becker, Michel Lang, Martin Binder, Lennart Schneider, Lukas Burk, Patrick Schratz, Byron C. Jaeger, Stephen A. Lauer, Lorenz A. Kapsner, Maximilian Mücke, Zezhi Wang, Damir Pulatov, Keenan Ganz, Henri Funk, Liana Harutyunyan, Pierre Camilleri, Philipp Kopper, Andreas Bender, Baisu Zhou, Niko German, Lona Koers, Anna Nazarova, Bernd Bischl

J. Open Source Softw., December, 2025

mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration.

Sebastian Fischer, John Zobolas, Raphael Sonabend, Marc Becker, Michel Lang, Martin Binder, Lennart Schneider, Lukas Burk, Patrick Schratz, Byron C. Jaeger, Stephen A. Lauer, Lorenz A. Kapsner, Maximilian Mücke, Zezhi Wang, Damir Pulatov, Keenan Ganz, Henri Funk, Liana Harutyunyan, Pierre Camilleri, Philipp Kopper, Andreas Bender, Baisu Zhou, Niko German, Lona Koers, Anna Nazarova, Bernd Bischl

Dataset, November, 2025

Reduction Techniques for Survival Analysis.

Johannes Piller, Léa Orsini, Simon Wiegrebe, John Zobolas, Lukas Burk, Sophie Hanna Langbein, Philip Studener, Markus Goeswein, Andreas Bender

CoRR, August, 2025

Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data.

Nandhini Santhanam, Hee E. Kim, David Rügamer, Andreas Bender, Stefan Muthers, Chang Gyu Cho, Angelika Alonso, Kristina Szabo, Franz-Simon Centner, Holger Wenz, Thomas Ganslandt, Michael Platten, Christoph Groden, Michael Neumaier, Fabian Siegel, Máté E. Maros

npj Digit. Medicine, 2025

Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety.

Enes Özeren, Alexander Ulbrich, Sascha Filimon, David Rügamer, Andreas Bender

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

On Training Survival Models with Scoring Rules.

Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2024

Deep learning for survival analysis: a review.

Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Bernd Bischl, Andreas Bender

Artif. Intell. Rev., March, 2024

A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data.

Lukas Burk, John Zobolas, Bernd Bischl, Andreas Bender, Marvin N. Wright, Raphael Sonabend

CoRR, 2024

Training Survival Models using Scoring Rules.

Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender

CoRR, 2024

2023

Challenges in Interpreting Epidemiological Surveillance Data - Experiences from Germany.

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

J. Comput. Graph. Stat., 2023

Evaluating machine learning models in non-standard settings: An overview and new findings.

Roman Hornung, Malte Nalenz, Lennart Schneider, Andreas Bender, Ludwig Bothmann, Bernd Bischl, Thomas Augustin, Anne-Laure Boulesteix

CoRR, 2023

Deep Learning for Survival Analysis: A Review.

Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Andreas Bender

CoRR, 2023

2022

Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures.

Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer

Bioinform., 2022

Factorized Structured Regression for Large-Scale Varying Coefficient Models.

David Rügamer, Andreas Bender, Simon Wiegrebe, Daniel Racek, Bernd Bischl, Christian L. Müller, Clemens Stachl

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis.

Philipp Kopper, Simon Wiegrebe, Bernd Bischl, Andreas Bender, David Rügamer

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

2021

Evaluation of survival distribution predictions with discrimination measures.

Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer

CoRR, 2021

Mundus vult decipi, ergo decipiatur: Visual Communication of Uncertainty in Election Polls.

Alexander Bauer, André Klima, Jana Gauß, Hannah Kümpel, Andreas Bender, Helmut Küchenhoff

CoRR, 2021

mlr3proba: an R package for machine learning in survival analysis.

Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang

Bioinform., 2021

Semi-Structured Deep Piecewise Exponential Models.

Philipp Kopper, Sebastian Pölsterl, Christian Wachinger, Bernd Bischl, Andreas Bender, David Rügamer

Proceedings of AAAI Symposium on Survival Prediction, 2021

2020

mlr3proba: Machine Learning Survival Analysis in R.

Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang

CoRR, 2020

A General Machine Learning Framework for Survival Analysis.

Andreas Bender, David Rügamer, Fabian Scheipl, Bernd Bischl

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2018

coalitions: Coalition probabilities in multi-party democracies.

Andreas Bender, Alexander Bauer

J. Open Source Softw., 2018

2012

Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations.

Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl

Briefings Bioinform., 2012