The spectral norm of Gaussian matrices with correlated entries

Abstract

We give a non-asymptotic bound on the spectral norm of a d× d matrix X with centered jointly Gaussian entries in terms of the covariance matrix of the entries. In some cases, this estimate is sharp and removes the d factor in the noncommutative Khintchine inequality.

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