Jan Kapar

According to our database, Jan Kapar authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Missing value imputation with adversarial random forests - MissARF.

Pegah Golchian, Jan Kapar, David S. Watson, Marvin N. Wright

CoRR, July, 2025

Autoencoding Random Forests.

Binh Duc Vu, Jan Kapar, Marvin N. Wright, David S. Watson

CoRR, May, 2025

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

Jan Kapar, Niklas Koenen, Martin Jullum

CoRR, April, 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 AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

CountARFactuals - Generating Plausible Model-Agnostic Counterfactual Explanations with Adversarial Random Forests.

Susanne Dandl, Kristin Blesch, Timo Freiesleben, Gunnar König, Jan Kapar, Bernd Bischl, Marvin N. Wright

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Adversarial Random Forests for Density Estimation and Generative Modeling.

David S. Watson, Kristin Blesch, Jan Kapar, Marvin N. Wright

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Smooth densities and generative modeling with unsupervised random forests.

David S. Watson, Kristin Blesch, Jan Kapar, Marvin N. Wright

CoRR, 2022