Wasserstein Contraction of Coordinate Ascent Variational Inference

Rocco Caprio, Adrien Corenflos, Sam Power

We study the non-asymptotic contraction in Wasserstein distance of the sequential, parallel, and random-scan coordinate ascent variational inference algorithms. This is shown to ho…