Andreas Bender

According to our database, Andreas Bender authored at least 17 papers between 2012 and 2024.

Collaborative distances:

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

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