Variational Inference with Numerical Derivatives: variance reduction through coupling

Alexander Immer, Guillaume P. Dehaene

The Black Box Variational Inference (Ranganath et al. (2014)) algorithm provides a universal method for Variational Inference, but taking advantage of special properties of the app…