Massively Parallel Expectation Maximization For Approximate Posteriors

Thomas Heap, Sam Bowyer, Laurence Aitchison

Bayesian inference for hierarchical models can be very challenging. MCMC methods have difficulty scaling to large models with many observations and latent variables. While variatio…