NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature. - Franz J. Király; Bilal A. Mateen; Raphael Sonabend (CoRR, 2018)

mlr3proba: Machine Learning Survival Analysis in R. - Raphael Sonabend; Franz J. Király; Andreas Bender 001; Bernd Bischl; Michel Lang (CoRR, 2020)

set6: R6 Mathematical Sets Interface. - Raphael Sonabend; Franz J. Király (J. Open Source Softw., 2020)

mlr3proba: an R package for machine learning in survival analysis. - Raphael Sonabend; Franz J. Király; Andreas Bender 001; Bernd Bischl; Michel Lang (Bioinform., 2021)

Designing Machine Learning Toolboxes: Concepts, Principles and Patterns. - Franz J. Király; Markus Löning; Anthony D. Blaom; Ahmed Guecioueur; Raphael Sonabend (CoRR, 2021)

Evaluation of survival distribution predictions with discrimination measures. - Raphael Sonabend; Andreas Bender 001; Sebastian J. Vollmer (CoRR, 2021)

distr6: R6 Object-Oriented Probability Distributions Interface in R. - Raphael Sonabend; Franz J. Király (R J., 2021)

Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures. - Raphael Sonabend; Andreas Bender 001; Sebastian J. Vollmer (Bioinform., 2022)

Flexible Group Fairness Metrics for Survival Analysis. - Raphael Sonabend; Florian Pfisterer; Alan Mishler; Moritz Schauer; Lukas Burk; Sebastian J. Vollmer (CoRR, 2022)

Scoring rules in survival analysis. - Raphael Sonabend (CoRR, 2022)

Deep Learning for Survival Analysis: A Review. - Simon Wiegrebe; Philipp Kopper; Raphael Sonabend; Andreas Bender 001 (CoRR, 2023)

FAIR-USE4OS: From open source to Open Source. - Raphael Sonabend; Hugo Gruson; Leo Wolansky; Agnes Kiragga; Daniel S. Katz (CoRR, 2024)

Training Survival Models using Scoring Rules. - Philipp Kopper; David Rügamer; Raphael Sonabend; Bernd Bischl; Andreas Bender 001 (CoRR, 2024)

A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data. - Lukas Burk; John Zobolas; Bernd Bischl; Andreas Bender 001; Marvin N. Wright; Raphael Sonabend (CoRR, 2024)

Unicorns Do Not Exist: Employing and Appreciating Community Managers in Open Source. - Raphael Sonabend; Anna Carnegie; Anne Lee Steele; Marie Nugent; Malvika Sharan (CoRR, 2024)

The impact of health inequity on spatial variation of COVID-19 transmission in England. - Thomas Rawson; Wes Hinsley; Raphael Sonabend; Elizaveta Semenova; Anne Cori; Neil M. Ferguson (PLoS Comput. Biol., 2024)

FAIR-USE4OS: Guidelines for creating impactful open-source software. - Raphael Sonabend; Hugo Gruson; Leo Wolansky; Agnes Kiragga; Daniel S. Katz (PLoS Comput. Biol., 2024)

Deep learning for survival analysis: a review. - Simon Wiegrebe; Philipp Kopper; Raphael Sonabend; Bernd Bischl; Andreas Bender 001 (Artif. Intell. Rev., 2024)