Variational Gaussian Copula Inference

Shaobo Han, Xuejun Liao, David B. Dunson +1

We utilize copulas to constitute a unified framework for constructing and optimizing variational proposals in hierarchical Bayesian models. For models with continuous and non-Gauss…