Raphael Sonabend

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Evolutionary Computing

Machine Learning

Survival Analysis

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)
Raphael Sonabend, Hugo Gruson, Leo Wolansky, Agnes Kiragga, Daniel S. Katz
FAIR-USE4OS: From open source to Open Source. CoRR (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)
Raphael Sonabend, Anna Carnegie, Anne Lee Steele, Marie Nugent, Malvika Sharan
Unicorns Do Not Exist: Employing and Appreciating Community Managers in Open Source. CoRR (2024)
Simon Wiegrebe, Philipp Kopper, Raphael Sonabend, Andreas Bender
Deep Learning for Survival Analysis: A Review. CoRR (2023)
Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer
Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures. Bioinform. 38 (17) (2022)
Raphael Sonabend
Scoring rules in survival analysis. CoRR (2022)
Raphael Sonabend, Florian Pfisterer, Alan Mishler, Moritz Schauer, Lukas Burk, Sebastian J. Vollmer
Flexible Group Fairness Metrics for Survival Analysis. 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)
Raphael Sonabend, Andreas Bender, Sebastian J. Vollmer
Evaluation of survival distribution predictions with discrimination measures. CoRR (2021)
Franz J. Király, Markus Löning, Anthony D. Blaom, Ahmed Guecioueur, Raphael Sonabend
Designing Machine Learning Toolboxes: Concepts, Principles and Patterns. CoRR (2021)
Raphael Sonabend, Franz J. Király
distr6: R6 Object-Oriented Probability Distributions Interface in R. R J. 13 (1) (2021)
Raphael Sonabend, Franz J. Király
set6: R6 Mathematical Sets Interface. J. Open Source Softw. 5 (55) (2020)
Raphael Sonabend, Franz J. Király
distr6: R6 Object-Oriented Probability Distributions Interface in R. CoRR (2020)
Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
mlr3proba: Machine Learning Survival Analysis in R. CoRR (2020)
Franz J. Király, Bilal A. Mateen, Raphael Sonabend
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature. CoRR (2018)