Faster Stochastic Variational Inference using Proximal-Gradient Methods with General Divergence Functions

Mohammad Emtiyaz Khan, Reza Babanezhad, Wu Lin +2

Several recent works have explored stochastic gradient methods for variational inference that exploit the geometry of the variational-parameter space. However, the theoretical prop…