Niklas Koenen

According to our database, Niklas Koenen authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Functional Decomposition and Shapley Interactions for Interpreting Survival Models.

Sophie Hanna Langbein, Hubert Baniecki, Fabian Fumagalli, Niklas Koenen, Marvin N. Wright, Julia Herbinger

CoRR, February, 2026

Machine Learning in Epidemiology.

Marvin N. Wright, Lukas Burk, Pegah Golchian, Jan Kapar, Niklas Koenen, Sophie Hanna Langbein

CoRR, February, 2026

2025

From Deep Neural Network Predictions Toward Understanding: Advances in Explainable AI for Complex Black-Box Models.

Niklas Koenen

PhD thesis, 2025

What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models.

Jan Kapar, Niklas Koenen, Martin Jullum

Proceedings of the Explainable Artificial Intelligence, 2025

Gradient-based Explanations for Deep Learning Survival Models.

Sophie Hanna Langbein, Niklas Koenen, Marvin N. Wright

Proceedings of the Forty-second International Conference on Machine Learning, 2025

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Interpreting Deep Neural Networks with the Package innsight.

Niklas Koenen, Marvin N. Wright

J. Stat. Softw., 2024

Toward Understanding the Disagreement Problem in Neural Network Feature Attribution.

Niklas Koenen, Marvin N. Wright

Proceedings of the Explainable Artificial Intelligence, 2024

2021

Generalization of the Change of Variables Formula with Applications to Residual Flows.

Niklas Koenen, Marvin N. Wright, Peter Maaß, Jens Behrmann

CoRR, 2021