Learning Latent Energy-Based Models via Interacting Particle Langevin Dynamics

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

We develop interacting particle algorithms for learning latent variable models with energy-based priors. To do so, we leverage recent developments in particle-based methods for sol…