Variance Reduction for Non-Log-Concave Sampling with Applications to Inverse Problems

M. Berk Sahin, Ahmet Ege Tanriverdi, Behzad Sharif +1

Sampling from high-dimensional, non-log-concave distributions with unnormalized densities is a fundamental challenge in machine learning, particularly when the exact gradient of th…