Score-based deterministic density sampling

Vasily Ilin, Peter Sushko, Jingwei Hu

We propose a deterministic sampling framework using Score-Based Transport Modeling for sampling an unnormalized target density $\pi$ given only its score $\nabla \log \pi$. Our method…