A Geometric Variational Approach to Bayesian Inference

Abhijoy Saha, Karthik Bharath, Sebastian Kurtek

We propose a novel Riemannian geometric framework for variational inference in Bayesian models based on the nonparametric Fisher-Rao metric on the manifold of probability density f…