Uniqueness of Banach space valued graphons
Abstract
A Banach space valued graphon is a function from a probability space to a Banach space with a separable predual, measurable in a suitable sense, and lying in appropriate -spaces. As such we may consider as a two-variable random element of the Banach space. A two-dimensional analogue of moments can be defined with the help of graphs and weak-* evaluations, and a natural question that then arises is whether these generalized moments determine the function uniquely -- up to measure preserving transformations. The main motivation comes from the theory of multigraph limits, where these graphons arise as the natural limit objects for convergence in a generalized homomorphism sense. Our main result is that this holds true under some Carleman-type condition, but fails in general even with , for reasons related to the classical moment-problem. In particular, limits of multigraph sequences are uniquely determined - up to measure preserving transformations - whenever the tails of the edge-distributions stay small enough.
Cite
@article{arxiv.1504.01263,
title = {Uniqueness of Banach space valued graphons},
author = {Dávid Kunszenti-Kovács},
journal= {arXiv preprint arXiv:1504.01263},
year = {2016}
}
Comments
27 pages