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2020 – today
- 2024
[c8]Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard:
Voir le processus de création d'exemples contrefactuels comme une source de connaissance - Application au classifieur Naïf de Bayes. EGC 2024: 47-58- [c7]Vincent Lemaire, Nathan Le Boudec, Victor Guyomard, Françoise Fessant:
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers. IJCNN 2024: 1-8 - 2023
- [c6]Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Visualiser des explications contrefactuelles pour des données tabulaires. EGC 2023: 557-564 - [c5]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) 2023: 330-334 - [c4]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating Robust Counterfactual Explanations. ECML/PKDD (3) 2023: 394-409 - [i3]Victor Guyomard, Françoise Fessant, Thomas Guyet
, Tassadit Bouadi, Alexandre Termier:
Generating robust counterfactual explanations. CoRR abs/2304.12943 (2023) - [i2]Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard:
Viewing the process of generating counterfactuals as a source of knowledge - Application to the Naive Bayes classifier. CoRR abs/2309.04284 (2023) - 2022
- [c3]Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet:
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC 2022: 111-122 - [c2]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) 2022: 437-453 - [i1]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
VCNet: A self-explaining model for realistic counterfactual generation. CoRR abs/2212.10847 (2022) - 2021
- [c1]Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet:
Post-hoc Counterfactual Generation with Supervised Autoencoder. PKDD/ECML Workshops (1) 2021: 105-114
Coauthor Index
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