Generalized Guarantees for Variational Inference in the Presence of Even and Elliptical Symmetry

Charles C. Margossian, Isaac E. Rankin, Lawrence K. Saul

Variational inference (VI) approximates a target density $p$ by the best match $q$ in a family of tractable distributions. The best variational approximation is found by minimizing…