A Singularity Criterion for Countable Gaussian Mixtures Based on the Feldman-Hajek Theorem

Umberto Michelucci

We study the mutual singularity of countable Gaussian mixture models (GMMs), with particular emphasis on infinite-dimensional settings. We first establish that a countable mixture…