Geometric Convergence Analysis of Variational Inference via Bregman Divergences

Sushil Bohara, Amedeo Roberto Esposito

Variational Inference (VI) provides a scalable framework for Bayesian inference by optimizing the Evidence Lower Bound (ELBO), but convergence analysis remains challenging due to t…