Improved Stein Variational Gradient Descent with Importance Weights

Lukang Sun, Peter Richtárik

Stein Variational Gradient Descent (SVGD) is a popular sampling algorithm used in various machine learning tasks. It is well known that SVGD arises from a discretization of the ker…