Sharp concentration for sums of matrices with Markovian dependence through universality

Alexander Van Werde, Jaron Sanders

We prove that a sum of random matrices generated by a $\ddot{I}ˆ$-mixing Markov chain has similar spectral properties to a Gaussian matrix with the same mean and covariance structure. Thi…