Error bounds for some approximate posterior measures in Bayesian inference

Han Cheng Lie, T. J. Sullivan, Aretha Teckentrup

In certain applications involving the solution of a Bayesian inverse problem, it may not be possible or desirable to evaluate the full posterior, e.g. due to the high computational…