Asymptotic scaling properties of the posterior mean and variance in the Gaussian scale mixture model

Rodrigo Echeveste, Guillaume Hennequin, Máté Lengyel

The Gaussian scale mixture model (GSM) is a simple yet powerful probabilistic generative model of natural image patches. In line with the well-established idea that sensory process…