Eve, Adam and the Preferential Attachment Tree
Probability
2023-04-12 v2 Statistics Theory
Statistics Theory
Abstract
We consider the problem of finding the initial vertex (Adam) in a Barab\'asi--Albert tree process at large times. More precisely, given , one wants to output a subset of vertices of so that the initial vertex belongs to with probability at least when is large. It has been shown by Bubeck, Devroye & Lugosi, refined later by Banerjee & Huang, that one needs to output at least and at most vertices to succeed. We prove that the exponent in the lower bound is sharp and the key idea is that Adam is either a ``large degree" vertex or is a neighbor of a ``large degree" vertex (Eve).
Keywords
Cite
@article{arxiv.2303.04752,
title = {Eve, Adam and the Preferential Attachment Tree},
author = {Alice Contat and Nicolas Curien and Perrine Lacroix and Etienne Lasalle and Vincent Rivoirard},
journal= {arXiv preprint arXiv:2303.04752},
year = {2023}
}
Comments
11 pages, comments are welcome !