Kristin Blesch

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Density Estimation

Feature Importance

Generative Model

Top Venues

Publications

Susanne Dandl, Kristin Blesch, Timo Freiesleben, Gunnar König, Jan Kapar, Bernd Bischl, Marvin N. Wright
CountARFactuals - Generating plausible model-agnostic counterfactual explanations with adversarial random forests. CoRR (2024)
Kristin Blesch, Marvin N. Wright, David S. Watson
Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values. xAI (1) (2023)
Kristin Blesch, Marvin N. Wright
arfpy: A python package for density estimation and generative modeling with adversarial random forests. CoRR (2023)
David S. Watson, Kristin Blesch, Jan Kapar, Marvin N. Wright
Adversarial Random Forests for Density Estimation and Generative Modeling. AISTATS (2023)
David S. Watson, Kristin Blesch, Jan Kapar, Marvin N. Wright
Smooth densities and generative modeling with unsupervised random forests. CoRR (2022)
Kristin Blesch, David S. Watson, Marvin N. Wright
Conditional Feature Importance for Mixed Data. CoRR (2022)