Luxburg, Ulrike

10 publications

AISTATS 2025 Disentangling Interactions and Dependencies in Feature Attributions Gunnar König, Eric Günther, Ulrike Luxburg

COLT 2025 How to Safely Discard Features Based on Aggregate SHAP Values Robi Bhattacharjee, Karolin Frohnapfel, Ulrike Luxburg

AISTATS 2023 From Shapley Values to Generalized Additive Models and Back Sebastian Bordt, Ulrike Luxburg

AISTATS 2021 Recovery Guarantees for Kernel-Based Clustering Under Non-Parametric Mixture Models Leena C. Vankadara, Sebastian Bordt, Ulrike Luxburg, Debarghya Ghoshdastidar

AISTATS 2020 Explaining the Explainer: A First Theoretical Analysis of LIME Damien Garreau, Ulrike Luxburg

ICML 2018 Comparison-Based Random Forests Siavash Haghiri, Damien Garreau, Ulrike Luxburg

COLT 2017 Two-Sample Tests for Large Random Graphs Using Network Statistics Debarghya Ghoshdastidar, Maurilio Gutzeit, Alexandra Carpentier, Ulrike Luxburg

ICML 2014 Local Ordinal Embedding Yoshikazu Terada, Ulrike Luxburg

ICML 2014 The F-Adjusted Graph Laplacian: A Diagonal Modification with a Geometric Interpretation Sven Kurras, Ulrike Luxburg, Gilles Blanchard

COLT 2011 Preface Sham M. Kakade, Ulrike Luxburg