Proceedings of the American Mathematical Society · 2013 · 24 citations · 5 references
Spectral TheoryGaussian Ginibre MatrixEngineeringMatrix AnalysisBrown MeasureNon-normal MatricesRegularization (Mathematics)Spectral AnalysisProbability TheoryMatrix TheoryFunctional AnalysisEmpirical MeasureRandom MatrixRandom Matrix TheoryStatistics
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 $a$.
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Limit laws for Random matrices and free products
Dan Voiculescu · Inventiones mathematicae · 1991 · 786 citations
Alice Guionnet, Manjunath Krishnapur, Ofer Zeitouni · Annals of Mathematics · 2011 · 130 citations · Full text