Niklas Koenen

13 papers A* 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Functional Decomposition and Shapley Interactions for Interpreting Survival Models.
CoRR
Sophie Hanna Langbein, Hubert Baniecki, Fabian Fumagalli, Niklas Koenen, Marvin N. Wright, Julia Herbinger
2026 J jnl
Machine Learning in Epidemiology.
CoRR
Marvin N. Wright, Lukas Burk, Pegah Golchian, Jan Kapar, Niklas Koenen, Sophie Hanna Langbein
2025 A* conf
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests.
AAAI
Kristin Blesch, Niklas Koenen, Jan Kapar, Pegah Golchian, Lukas Burk, Markus Loecher, Marvin N. Wright
2025 J jnl
Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests.
CoRR
Kristin Blesch, Niklas Koenen, Jan Kapar, Pegah Golchian, Lukas Burk, Markus Loecher, Marvin N. Wright
2025 A* conf
Gradient-based Explanations for Deep Learning Survival Models.
ICML
Sophie Hanna Langbein, Niklas Koenen, Marvin N. Wright
2025 J jnl
Gradient-based Explanations for Deep Learning Survival Models.
CoRR
Sophie Hanna Langbein, Niklas Koenen, Marvin N. Wright
2025 — conf
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models.
xAI (3)
Jan Kapar, Niklas Koenen, Martin Jullum
2025 J jnl
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models.
CoRR
Jan Kapar, Niklas Koenen, Martin Jullum
2024 J jnl
Interpreting Deep Neural Networks with the Package innsight.
J. Stat. Softw.
Niklas Koenen, Marvin N. Wright
2024 — conf
Toward Understanding the Disagreement Problem in Neural Network Feature Attribution.
xAI (3)
Niklas Koenen, Marvin N. Wright
2024 J jnl
Toward Understanding the Disagreement Problem in Neural Network Feature Attribution.
CoRR
Niklas Koenen, Marvin N. Wright
2023 J jnl
Interpreting Deep Neural Networks with the Package innsight.
CoRR
Niklas Koenen, Marvin N. Wright
2021 J jnl
Generalization of the Change of Variables Formula with Applications to Residual Flows.
CoRR
Niklas Koenen, Marvin N. Wright, Peter Maaß, Jens Behrmann