Cascade of Phase Transitions for Multi-Scale Clustering. - Tony Bonnaire; Aurélien Decelle; Nabila Aghanim (CoRR, 2020)

Regularization of Mixture Models for Robust Principal Graph Learning. - Tony Bonnaire; Aurélien Decelle; Nabila Aghanim (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Dynamical Regimes of Diffusion Models. - Giulio Biroli; Tony Bonnaire; Valentin De Bortoli; Marc Mézard (CoRR, 2024)

From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima. - Tony Bonnaire; Giulio Biroli; Chiara Cammarota (CoRR, 2024)

Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training. - Tony Bonnaire; Raphaël Urfin; Giulio Biroli; Marc Mézard (CoRR, 2025)

On the role of non-linear latent features in bipartite generative neural networks. - Tony Bonnaire; Giovanni Catania; Aurélien Decelle; Beatriz Seoane (CoRR, 2025)