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Kristin Blesch
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Year
Measuring inequality beyond the Gini coefficient may clarify conflicting findings
K Blesch, OP Hauser, JM Jachimowicz
Nature human behaviour 6 (11), 1525-1536, 2022
322022
Adversarial random forests for density estimation and generative modeling
DS Watson, K Blesch, J Kapar, MN Wright
International Conference on Artificial Intelligence and Statistics, 5357-5375, 2023
10*2023
Conditional feature importance for mixed data
K Blesch, DS Watson, MN Wright
AStA Advances in Statistical Analysis, 1-20, 2023
72023
Unfooling SHAP and SAGE: Knockoff Imputation for Shapley Values
K Blesch, MN Wright, D Watson
World Conference on Explainable Artificial Intelligence, 131-146, 2023
32023
Interpretable machine learning and generative modeling with mixed tabular data-advancing methodology from the perspective of statistics
K Blesch
Universität Bremen, 2024
2024
CountARFactuals--Generating plausible model-agnostic counterfactual explanations with adversarial random forests
S Dandl*, K Blesch*, T Freiesleben*, G König*, J Kapar, B Bischl, ...
arXiv preprint arXiv:2404.03506, 2024
2024
arfpy: A python package for density estimation and generative modeling with adversarial random forests
K Blesch, MN Wright
arXiv preprint arXiv:2311.07366, 2023
2023
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