6 research outputs found
A Berry-Essen Type Theorem for Finite Free Convolution
We prove that the rate of convergence for the central limit theorem in finite
free convolution is of order Comment: 8 pages, published in 201
A rectangular additive convolution for polynomials
We define the rectangular additive convolution of polynomials with
nonnegative real roots as a generalization of the asymmetric additive
convolution introduced by Marcus, Spielman and Srivastava. We then prove a
sliding bound on the largest root of this convolution. The main tool used in
the analysis is a differential operator derived from the "rectangular Cauchy
transform" introduced by Benaych-Georges. The proof is inductive, with the base
case requiring a new nonasymptotic bound on the Cauchy transform of Gegenbauer
polynomials which may be of independent interest
On matrices in finite free position
We study pairs of square matrices that are in additive (resp.
multiplicative) finite free position, that is, the characteristic polynomial
(resp. ) equals the additive finite free
convolution (resp. multiplicative finite
free convolution ), which equals the
expected characteristic polynomial
(resp. ) over the set of unitary
matrices . We examine the lattice of algebraic varieties of matrices
consisting of finite free complementary pairs with respect to the additive
(resp. multiplicative) convolution. We show that these pairs include the
diagonal matrices vs. the principally balanced matrices, the upper (lower)
triangular matrices vs. the upper (lower) triangular matrices with a single
eigenvalue, and the scalar matrices vs. the set of all square matrices
Real roots of hypergeometric polynomials via finite free convolution
We examine two binary operations on the set of algebraic polynomials, known
as multiplicative and additive finite free convolutions, specifically in the
context of hypergeometric polynomials. We show that the representation of a
hypergeometric polynomial as a finite free convolution of more elementary
blocks, combined with the preservation of the real zeros and interlacing by the
free convolutions, is an effective tool that allows us to analyze when all
roots of a specific hypergeometric polynomial are real. Moreover, the known
limit behavior of finite free convolutions allows us to write the asymptotic
zero distribution of some hypergeometric polynomials as free convolutions of
Marchenko-Pastur, reversed Marchenko-Pastur, and free beta laws, which has an
independent interest within free probability.Comment: 44 pages, 8 table
Rectangular matrix additions in low and high temperatures
We study the addition of two random independent rectangular
random matrices with invariant distributions in two limit regimes, where the
parameter beta (inverse temperature) goes to infinity and zero. In low
temperature regime the random singular values of the sum concentrate at
deterministic points, while in high temperature regime we obtain a Law of Large
Numbers for the empirical measures. As a consequence, we deliver a duality
between low and high temperatures. Our proof uses the type BC Bessel function
as characteristic function of rectangular matrices, and through the analysis of
this function we introduce a new family of cumulants, that linearize the
addition in high temperature limit, and degenerate to the classical or free
cumulants in special cases.Comment: 68 pages, 2 figures, more references are adde
Cumulants for finite free convolution
In this talk we will explain recent results with Daniel Perales where we define cumulants for finite free convolution. We give a moment-cumulant formula and show that these cumulants satisfy desired properties: they are additive with respect to finite free convolution and they approach free cumulants as the dimension goes to infinity.Non UBCUnreviewedAuthor affiliation: Centro de Investigacion en Matematicas (Guanajuato-Mexico)Facult