AMatrixChernoffBoundforMarkovChainsandIts ApplicationtoCo-occurrenceMatrices

Neural Information Processing Systems 

We prove a Chernoff-type bound for sums of matrix-valued random variables sampled viaaregular (aperiodic and irreducible) finite Markovchain.

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