Co-SIVI: A Correlated Semi-Implicit Variational Approach for Spatial Models

Sébastien Garneau, Carlos T. P. Zanini, Alexandra M. Schmidt

We propose correlated semi-implicit variational inference (Co-SIVI), a scalable approach for full posterior approximation in large spatial models with exponential-family likelihood…