Kristin Blesch

According to our database, Kristin Blesch authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Interpretable machine learning and generative modeling with mixed tabular data - advancing methodology from the perspective of statistics

Kristin Blesch

PhD thesis, 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

arfpy: A python package for density estimation and generative modeling with adversarial random forests.

Kristin Blesch, Marvin N. Wright

CoRR, 2023

Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values.

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

Proceedings of the Explainable Artificial Intelligence, 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

Conditional Feature Importance for Mixed Data.

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

CoRR, 2022

Smooth densities and generative modeling with unsupervised random forests.

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

CoRR, 2022