Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data

Aki Vehtari, Andrew Gelman, Tuomas Sivula +7

A common divide-and-conquer approach for Bayesian computation with big data is to partition the data, perform local inference for each piece separately, and combine the results to…