DW-4

The DW-4 dataset/benchmark is used to evaluate the performance of sampling methods for Boltzmann distributions, specifically in the context of assessing the effectiveness of Variance-Tuned Diffusion Importance Sampling (VT-DIS) in generating unbiased expectation estimates.

Papers using DW-4 (1)

Efficient and Unbiased Sampling from Boltzmann Distributions via Variance-Tuned Diffusion Models2025