Sharp bounds on the rate of convergence of the empirical covariance matrix

Radosław Adamczak, Alexander E. Litvak, Alain Pajor +1

Let $X_1,...,X_N\in {\mathbb{R}}^n$ be independent centered random vectors with log-concave distribution and with the identity as covariance matrix. We show that with overwhelming probabilit…