Generalization of the Change of Variables Formula with Applications to Residual Flows. - Niklas Koenen; Marvin N. Wright; Peter Maaß; Jens Behrmann (CoRR, 2021)

Toward Understanding the Disagreement Problem in Neural Network Feature Attribution. - Niklas Koenen; Marvin N. Wright (xAI (3), 2024)

Interpreting Deep Neural Networks with the Package innsight. - Niklas Koenen; Marvin N. Wright (J. Stat. Softw., 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)

Gradient-based Explanations for Deep Learning Survival Models. - Sophie Hanna Langbein; Niklas Koenen; Marvin N. Wright (CoRR, 2025)

What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models. - Jan Kapar; Niklas Koenen; Martin Jullum (CoRR, 2025)