A Black-Box Debiasing Framework for Conditional Sampling

Han Cui, Jingbo Liu

Conditional sampling is a fundamental task in Bayesian statistics and generative modeling. Consider the problem of sampling from the posterior distribution $P_{X|Y=y^{\ast }}$ for some o…