2025
Sampling in High-Dimensions using Stochastic Interpolants and Forward-Backward Stochastic Differential Equations
AISTATS 2025poster
We present a class of diffusion-based algorithms to draw samples from high-dimensional probability distributions given their unnormalized densities. Ideally, our methods can transport samples from a Gaussian distribution to a specified target distribution in finite time. Our approach relies on the s…