Vincent Auriau

According to our database, Vincent Auriau authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Identifying two piecewise linear additive value functions from anonymous preference information.

Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau, Marc Pirlot

CoRR, February, 2026

2025

Better Capturing Interactions Between Products in Retail: Revisited Negative Sampling for Basket Choice Modeling.

Antoine Désir, Vincent Auriau, Martin Mozina, Emmanuel Malherbe

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

Identification de plusieurs fonctions de valeurs additives à partir de préférences exprimées anonymement.

Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau, Marc Pirlot

Proceedings of the 19èmes Journées d'Intelligence Artificielle Fondamentale et 20èmes Journées Francophones sur la Planification, 2025

2024

Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning.

Vincent Auriau, Ali Aouad, Antoine Désir, Emmanuel Malherbe

J. Open Source Softw., 2024

Learning Multiple Multicriteria Additive Models from Heterogeneous Preferences.

Vincent Auriau, Khaled Belahcène, Emmanuel Malherbe, Vincent Mousseau

Proceedings of the Algorithmic Decision Theory - 8th International Conference, 2024

2023

Weak Segmentation-Guided GAN for Realistic Color Edition.

Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023