Riemannian Stein Variational Gradient Descent for Bayesian Inference

Chang Liu, Jun Zhu

We develop Riemannian Stein Variational Gradient Descent (RSVGD), a Bayesian inference method that generalizes Stein Variational Gradient Descent (SVGD) to Riemann manifold. The be…