Extreme eigenvalues of sparse, heavy tailed random matrices

Antonio Auffinger, Si Tang

We study the statistics of the largest eigenvalues of $p\times p$ sample covariance matrices ${\Sigma }_{p,n}=M_{p,n}{M}_{p,n}^{\ast }$ when the entries of the $p\times n$ matrix $M_{p,n}$ a…