Victor Guyomard

13 papers B 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generating Efficiently Realistic Counterfactual Explanations.
Mach. Learn.
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
2025 J jnl
Breaking SafetyCore: Exploring the Risks of On-Device AI Deployment.
CoRR
Victor Guyomard, Mathis Mauvisseau, Marie Paindavoine
2024 B conf
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers.
IJCNN
Vincent Lemaire, Nathan Le Boudec, Victor Guyomard, Françoise Fessant
2024 — conf
Voir le processus de création d'exemples contrefactuels comme une source de connaissance - Application au classifieur Naïf de Bayes.
EGC
Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard
2023 — conf
Generating Robust Counterfactual Explanations.
ECML/PKDD (3)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023 J jnl
Generating robust counterfactual explanations.
CoRR
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023 — conf
Interactive Visualization of Counterfactual Explanations for Tabular Data.
ECML/PKDD (7)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023 J jnl
Viewing the process of generating counterfactuals as a source of knowledge - Application to the Naive Bayes classifier.
CoRR
Vincent Lemaire, Nathan Le Boudec, Françoise Fessant, Victor Guyomard
2023 — conf
Visualiser des explications contrefactuelles pour des données tabulaires.
EGC
Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2022 — conf
Générer des explications contrefactuelles à l'aide d'un autoencodeur supervisé.
EGC
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet
2022 — conf
VCNet: A Self-explaining Model for Realistic Counterfactual Generation.
ECML/PKDD (1)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2022 J jnl
VCNet: A self-explaining model for realistic counterfactual generation.
CoRR
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2021 — conf
Post-hoc Counterfactual Generation with Supervised Autoencoder.
PKDD/ECML Workshops (1)
Victor Guyomard, Françoise Fessant, Tassadit Bouadi, Thomas Guyet