Amortized Inference Regularization

Rui Shu, Hung H. Bui, Shengjia Zhao, Mykel J. Kochenderfer, Stefano Ermon

Neural Information Processing Systems 

Canonically, the variational principle suggests to prefer an expressive inference model so that the variational approximation is accurate.