Online Variational Bayes Inference for High-Dimensional Correlated Data

Sylvie Tchumtchoua, David B. Dunson, Jeffrey S. Morris

High-dimensional data with hundreds of thousands of observations are becoming commonplace in many disciplines. The analysis of such data poses many computational challenges, especi…