Tensor Moments of Gaussian Mixture Models: Theory and Applications

João M. Pereira, Joe Kileel, Tamara G. Kolda

Gaussian mixture models (GMMs) are fundamental tools in statistical and data sciences. We study the moments of multivariate Gaussians and GMMs. The $d$-th moment of an $n$-dimensio…