The Neural Moving Average Model for Scalable Variational Inference of State Space Models

Tom Ryder, Dennis Prangle, Andrew Golightly +1

Variational inference has had great success in scaling approximate Bayesian inference to big data by exploiting mini-batch training. To date, however, this strategy has been most a…