Variational Bernstein-von Mises theorem with increasing parameter dimension

Jiawei Yan, Peirong Xu, Tao Wang

Variational Bayes (VB) provides a computationally efficient alternative to Markov Chain Monte Carlo, especially for high-dimensional and large-scale inference. However, existing th…