Fast Measurements of Robustness to Changing Priors in Variational Bayes

Ryan Giordano, Tamara Broderick, Michael Jordan

In Bayesian analysis, the posterior follows from the data and a choice of a prior and a likelihood. One hopes that the posterior is robust to reasonable variation in the choice of…