Tony Bonnaire

According to our database, Tony Bonnaire authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Topological Exploration of High-Dimensional Empirical Risk Landscapes: general approach, and applications to phase retrieval.

Antoine Maillard, Tony Bonnaire, Giulio Biroli

CoRR, February, 2026

2025

On the role of non-linear latent features in bipartite generative neural networks.

Tony Bonnaire, Giovanni Catania, Aurélien Decelle, Beatriz Seoane

CoRR, June, 2025

Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training.

Tony Bonnaire, Raphaël Urfin, Giulio Biroli, Marc Mézard

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

Dynamical Regimes of Diffusion Models.

Giulio Biroli, Tony Bonnaire, Valentin De Bortoli, Marc Mézard

CoRR, 2024

2022

Regularization of Mixture Models for Robust Principal Graph Learning.

Tony Bonnaire, Aurélien Decelle, Nabila Aghanim

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2020

Cascade of Phase Transitions for Multi-Scale Clustering.

Tony Bonnaire, Aurélien Decelle, Nabila Aghanim

CoRR, 2020