Title: Multiplying a Gaussian Matrix by a Gaussian Vector,
Abstract: We provide a new and simple characterization of the multivariate generalized
Laplace distribution. In particular, this result implies that the product of a
Gaussian matrix with independent and identically distributed columns by an
independent isotropic Gaussian vector follows a symmetric multivariate
generalized Laplace distribution.