  We discuss regularization by noise of the spectrum of large random non-Normal
matrices. Under suitable conditions, we show that the regularization of a
sequence of matrices that converges in *-moments to a regular element $a$, by
the addition of a polynomially vanishing Gaussian Ginibre matrix, forces the
empirical measure of eigenvalues to converge to the Brown measure of $a$.

Probability