Stop the Sampler! Classifier-Based Adaptive Stopping for Sampling Kernels

Kirill Korolev, Nikita Morozov, Stepan Pavlenko +2

Sampling from complex, unnormalized probability densities is a fundamental challenge in Bayesian inference and probabilistic modeling. While Markov chain Monte Carlo (MCMC) methods…