Markov chain Monte Carlo without evaluating the target: an auxiliary variable approach

Wei Yuan, Guanyang Wang

In sampling tasks, it is common for target distributions to be known up to a normalizing constant. However, in many situations, even evaluating the unnormalized distribution can be…