Hitting times in the stochastic block model
Probability
2024-02-16 v1 Combinatorics
Abstract
Given a large connected graph , and two vertices , let be the first hitting time to starting from for the simple random walk on . We prove a general theorem that guarantees, under some assumptions on , to approximate up to terms. As a corollary, we derive explicit formulas for the stochastic block model with two communities and connectivity parameters and , and show that the average hitting times, for fixed and as varies, concentrates around four possible values. The proof is purely probabilistic and uses a coupling argument.
Keywords
Cite
@article{arxiv.2402.09624,
title = {Hitting times in the stochastic block model},
author = {Andrea Ottolini},
journal= {arXiv preprint arXiv:2402.09624},
year = {2024}
}
Comments
2 figures