Concentration inequalities for the spectral measure of random matrices

Abstract

We give new exponential inequalities for the spectral measure of random Wishart matrices. These results give in particular useful bounds when these matrices have the form $M=YY^T$, in the case where $Y$ is a $p\times n$ random matrix with independent enties (weaker conditions are also proposed), and $p$ and $n$ are large.