Frequentist consistency of variational Bayes

Y Wang, DM Blei - Journal of the American Statistical Association, 2019 - Taylor & Francis
ABSTRACT A key challenge for modern Bayesian statistics is how to perform scalable
inference of posterior distributions. To address this challenge, variational Bayes (VB) …