Decelle, Aurélien

6 publications

ICML 2025 A Theoretical Framework for Overfitting in Energy-Based Modeling Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane

ICLR 2025 Fast Training and Sampling of Restricted Boltzmann Machines Nicolas Bereux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane

NeurIPS 2024 Cascade of Phase Transitions in the Training of Energy-Based Models Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane

ICML 2023 Explaining the Effects of Non-Convergent MCMC in the Training of Energy-Based Models Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane

ICMLW 2023 Fast and Functional Structured Data Generator Alessandra Carbone, Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane

NeurIPS 2021 Equilibrium and Non-Equilibrium Regimes in the Learning of Restricted Boltzmann Machines Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane