Diffusion models for probabilistic programming

Simon Dirmeier, Fernando Perez-Cruz

We propose Diffusion Model Variational Inference (DMVI), a novel method for automated approximate inference in probabilistic programming languages (PPLs). DMVI utilizes diffusion m…