3 papers
cs.LG2026
Better Capturing Interactions Between Products in~Retail: Revisited Negative Sampling for~Basket Choice Modeling
Jules Désir, Vincent Auriau, Martin Možina +1
Brick-and-mortar retailers face many different challenges that involve understanding thoroughly its products catalog and customer preferences. In particular, assortment optimizatio…
cs.AI2026
Weak Segmentation-Guided GAN for~Realistic Color Edition
Vincent Auriau, Emmanuel Malherbe, Matthieu Perrot
Editing the color of images in a realistic way finds many applications such as changing the perception of an image, data augmentation or film post processing. The design of an auto…
cs.AI2026
Identifying two piecewise linear additive value functions from anonymous preference information
Vincent Auriau, Khaled Belahcene, Emmanuel Malherbe +2
Eliciting a preference model involves asking a person, named decision-maker, a series of questions. We assume that these preferences can be represented by an additive value functio…