The Stein-log-Sobolev inequality and the exponential rate of convergence for the continuous Stein variational gradient descent method

José A. Carrillo, Jakub Skrzeczkowski, Jethro Warnett

The Stein Variational Gradient Descent method is a variational inference method in statistics that has recently received a lot of attention. The method provides a deterministic app…