Efficient semidefinite bounds for multi-label discrete graphical models. - Valentin Durante; George Katsirelos; Thomas Schiex (CoRR, 2021)

Efficient Low Rank Convex Bounds for Pairwise Discrete Graphical Models. - Valentin Durante; George Katsirelos; Thomas Schiex (ICML, 2022)

Convex Optimization for Discrete Graphical Models. (Optimisation convexe pour les modèles graphiques discrets). - Valentin Durante (2023)