Giovanni Catania

2 papers · 2023–2025 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICML (2)

Top co-authors

Beatriz Seoane (2) Aurélien Decelle (2) Cyril Furtlehner (1) Elisabeth Agoritsas (1)

Keywords

gradient estimation (1) markov chain monte carlo (1) boltzmann machine (1) generative model (1) diffusion model (1) energy-based model (1)

Papers

A Theoretical Framework For Overfitting In Energy-based Modeling ICML 2025

Explaining the effects of non-convergent MCMC in the training of Energy-Based Models ICML 2023