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

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)

Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests. - Kristin Blesch; Niklas Koenen; Jan Kapar; Pegah Golchian; Lukas Burk; Markus Loecher; Marvin N. Wright (AAAI, 2025)