2 papers
stat.CO2026
A New Perspective on Reverse Diffusion for Monte Carlo Sampling
Jairon H. N. Batista, Flávio B. Gonçalves, Yuri F. Saporito +1
This paper introduces a novel perspective on the use of reverse diffusion processes for sampling from unnormalized densities. The central idea is to embed the target density as the…
stat.ML2025
A Reverse-BSDE Diffusion Sampler
Jairon H. N. Batista, Flávio B. Gonçalves, Yuri F. Saporito +1
Diffusion-based generative models have renewed interest in stochastic differential equation methods for sampling from complex distributions. We study a setting in which the target…