Raphael Sonabend

21 papers Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
On Training Survival Models with Scoring Rules.
ECML/PKDD (7)
Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender
2025 J jnl
mlr3extralearners: Expanding the mlr3 Ecosystem with Community-Driven Learner Integration.
J. Open Source Softw.
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
2024 J jnl
A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data.
CoRR
Lukas Burk, John Zobolas, Bernd Bischl, Andreas Bender, Marvin N. Wright, Raphael Sonabend
2024 J jnl
Deep learning for survival analysis: a review.
Artif. Intell. Rev.
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Bernd Bischl, Andreas Bender
2024 J jnl
FAIR-USE4OS: From open source to Open Source.
CoRR
Raphael Sonabend, Hugo Gruson, Leo Wolansky, Agnes Kiragga, Daniel S. Katz
2024 J jnl
FAIR-USE4OS: Guidelines for creating impactful open-source software.
PLoS Comput. Biol.
Raphael Sonabend, Hugo Gruson, Leo Wolansky, Agnes Kiragga, Daniel S. Katz
2024 J jnl
The impact of health inequity on spatial variation of COVID-19 transmission in England.
PLoS Comput. Biol.
Thomas Rawson, Wes Hinsley, Raphael Sonabend, Elizaveta Semenova, Anne Cori, Neil M. Ferguson
2024 J jnl
Training Survival Models using Scoring Rules.
CoRR
Philipp Kopper, David Rügamer, Raphael Sonabend, Bernd Bischl, Andreas Bender
2024 J jnl
Unicorns Do Not Exist: Employing and Appreciating Community Managers in Open Source.
CoRR
Raphael Sonabend, Anna Carnegie, Anne Lee Steele, Marie Nugent, Malvika Sharan
2023 J jnl
Deep Learning for Survival Analysis: A Review.
CoRR
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Andreas Bender
2022 J jnl
Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures.
Bioinform.
Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer
2022 J jnl
Flexible Group Fairness Metrics for Survival Analysis.
CoRR
Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sebastian J. Vollmer
2022 J jnl
Scoring rules in survival analysis.
CoRR
Raphael Sonabend
2021 J jnl
Designing Machine Learning Toolboxes: Concepts, Principles and Patterns.
CoRR
Franz J. Király, Markus Löning, Anthony D. Blaom, Ahmed Guecioueur, Raphael Sonabend
2021 J jnl
Evaluation of survival distribution predictions with discrimination measures.
CoRR
Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer
2021 J jnl
distr6: R6 Object-Oriented Probability Distributions Interface in R.
R J.
Raphael Sonabend, Franz J. Király
2021 J jnl
mlr3proba: an R package for machine learning in survival analysis.
Bioinform.
Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
2020 J jnl
distr6: R6 Object-Oriented Probability Distributions Interface in R.
CoRR
Raphael Sonabend, Franz J. Király
2020 J jnl
mlr3proba: Machine Learning Survival Analysis in R.
CoRR
Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
2020 J jnl
set6: R6 Mathematical Sets Interface.
J. Open Source Softw.
Raphael Sonabend, Franz J. Király
2018 J jnl
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature.
CoRR
Franz J. Király, Bilal A. Mateen, Raphael Sonabend