Vector Copula Variational Inference and Dependent Block Posterior Approximations

Yu Fu, Michael Stanley Smith, Anastasios Panagiotelis

The key to VI is the selection of a tractable density to approximate the Bayesian posterior. For large and complex models a common choice is to assume independence between multivar…