Instance Dependent Testing of Samplers using Interval Conditioning

Rishiraj Bhattacharyya, Sourav Chakraborty, Yash Pote +2

Sampling algorithms play a pivotal role in probabilistic AI. However, verifying if a sampler program indeed samples from the claimed distribution is a notoriously hard problem. Pro…