Victor Guyomard

13 papers B 1Journal 5Unranked 7

Year	Rank	Type	Title / 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