Vincent Auriau

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

Brick-and-mortar retailers face many different challenges that involve understanding thoroughly its products catalog and customer preferences. In particular, assortment optimization - proposing...

Weak Segmentation-Guided GAN for~Realistic Color Edition

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 automatic tool is a...

Weak Segmentation-Guided GAN for Realistic Color Edition

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

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

Learning Multiple Multicriteria Additive Models from Heterogeneous Preferences

Identifying two piecewise linear additive value functions from anonymous preference information

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 function. In this work,...