On the mean-field limit for Stein variational gradient descent: stability and multilevel approximation

Simon Weissmann, Jakob Zech

In this paper we propose and analyze a novel multilevel version of Stein variational gradient descent (SVGD). SVGD is a recent particle based variational inference method. For Baye…