In this short tutorial, I will review variational inference (VI), a method to approximate posterior probability distributions through optimization. VI became popular as it provides faster convergence than more traditional sampling methods.
This tutorial aims to provide both an introduction and an overview of recent developments. First, I will provide a review of variational inference....