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Hypercontractivity of spherical averages in Hamming space

Probability 2018-08-31 v2 Information Theory Combinatorics Functional Analysis math.IT

Abstract

Consider the linear space of functions on the binary hypercube and the linear operator SδS_\delta acting by averaging a function over a Hamming sphere of radius δn\delta n around every point. It is shown that this operator has a dimension-independent bound on the norm LpL2L_p \to L_2 with p=1+(12δ)2p = 1+(1-2\delta)^2. This result evidently parallels a classical estimate of Bonami and Gross for LpLqL_p \to L_q norms for the operator of convolution with a Bernoulli noise. The estimate for SδS_\delta is harder to obtain since the latter is neither a part of a semigroup, nor a tensor power. The result is shown by a detailed study of the eigenvalues of SδS_\delta and LpL2L_p\to L_2 norms of the Fourier multiplier operators Πa\Pi_a with symbol equal to a characteristic function of the Hamming sphere of radius aa (in the notation common in boolean analysis Πaf=f=a\Pi_a f=f^{=a}, where f=af^{=a} is a degree-aa component of function ff). A sample application of the result is given: Any set A\FF2nA\subset \FF_2^n with the property that A+AA+A contains a large portion of some Hamming sphere (counted with multiplicity) must have cardinality a constant multiple of 2n2^n.

Keywords

Cite

@article{arxiv.1309.3014,
  title  = {Hypercontractivity of spherical averages in Hamming space},
  author = {Yury Polyanskiy},
  journal= {arXiv preprint arXiv:1309.3014},
  year   = {2018}
}
R2 v1 2026-06-22T01:25:21.191Z