Fernando L. Metz

BBP transition and the leading eigenvector of the spiked Wigner model with inhomogeneous noise

The spiked Wigner ensemble is a prototypical model for high-dimensional inference. We study the spectral properties of an inhomogeneous rank-one spiked Wigner model in which the variance of each entry of the noise matrix is itself a random variable. In the high-dimensional limit,...