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energy-based models 1interacting particle methods 1langevin dynamics 1latent variable models 1stochastic differential equations 1

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stat.ML2026

Learning Latent Energy-Based Models via Interacting Particle Langevin Dynamics

Joanna Marks, Tim Y. J. Wang, O. Deniz Akyildiz

The paper proposes a continuous‑time framework using interacting particle Langevin dynamics to learn latent variable models with energy‑based priors, provides a discretized algorit…