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Understanding Post-hoc Explainers: The Case of Anchors

Gianluigi Lopardo , Frédéric Precioso , Damien Garreau
2023
Preprints, Working Papers, ... hal-04038665v1
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Explaining the Explainer: A First Theoretical Analysis of LIME

Damien Garreau , Ulrike von Luxburg
AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palermo /Online, Italy
Conference papers hal-03233013v2
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Interpretable Prediction of Post-Infarct Ventricular Arrhythmia using Graph Convolutional Network

Buntheng Ly , Sonny Finsterbach , Marta Nuñez-Garcia , Pierre Jaïs , Damien Garreau , et al.
STACOM 2022 - 13th Workhop on Statistical Atlases and Computational Modelling of the Heart, Sep 2022, Singapore, Singapore
Conference papers hal-03829609v1
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An Analysis of LIME for Text Data

Dina Mardaoui , Damien Garreau
AISTATS 2021 - 24th International Conference on Artificial Intelligence and Statistics, Apr 2021, Vienne, Austria
Conference papers hal-02935171v2