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Eigenvalues of random lifts and polynomials of random permutation matrices

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arxiv 1801.00876 v4 pith:UJPIXSOZ submitted 2018-01-03 math.PR math.COmath.OA

classification math.PRmath.COmath.OA
keywords randompermutationsprobabilityeigenvaluesfinitehighindependentmatrices
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Consider a finite sequence of independent random permutations, chosen uniformly either among all permutations or among all matchings on n points. We show that, in probability, as n goes to infinity, these permutations viewed as operators on the (n-1) dimensional vector space orthogonal to the vector with all coordinates equal to 1, are asymptotically strongly free. Our proof relies on the development of a matrix version of the non-backtracking operator theory and a refined trace method. As a byproduct, we show that the non-trivial eigenvalues of random n-lifts of a fixed based graphs approximately achieve the Alon-Boppana bound with high probability in the large n limit. This result generalizes Friedman's Theorem stating that with high probability, the Schreier graph generated by a finite number of independent random permutations is close to Ramanujan. Finally, we extend our results to tensor products of random permutation matrices. This extension is especially relevant in the context of quantum expanders.

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  1. Cutoff for random lifts of weighted graphs

    math.PR 2019-08 conditional novelty 7.0 of 10

    Random walks on random n-lifts of any irreducible weighted base graph with two oriented cycles mix at time h^{-1} log n with cutoff, h the universal-cover entropy.

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