Victor Guyomard

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Interactive Visual

Acquisition Process

Parameter Tuning

Top Venues

Publications

Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating Robust Counterfactual Explanations. ECML/PKDD (3) (2023)
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 (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) (2023)
Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Visualiser des explications contrefactuelles pour des données tabulaires. EGC (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating robust counterfactual explanations. CoRR (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) (2022)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé. EGC (2022)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A self-explaining model for realistic counterfactual generation. CoRR (2022)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
Post-hoc Counterfactual Generation with Supervised Autoencoder. PKDD/ECML Workshops (1) (2021)