English

Universality in prelimiting tail behavior for regular subgraph counts in the Poisson regime

Probability 2023-11-21 v2 Combinatorics

Abstract

Let NN be the number of copies of a small subgraph HH in an Erd\H{o}s-R\'enyi graph GG(n,pn)G \sim \mathcal{G}(n, p_n) where pn0p_n \to 0 is chosen so that EN=c\mathbb{E} N = c, a constant. Results of Bollob\'as show that for regular graphs HH, the count NN weakly converges to a Poisson random variable. For large but finite nn, and for the specific case of the triangle, investigations of the upper tail P(Nkn)\mathbb{P}(N \geq k_n) by Ganguly, Hiesmayr and Nam (2022) revealed that there is a phase transition in the tail behavior and the associated mechanism. Smaller values of knk_n correspond to disjoint occurrences of HH, leading to Poisson tails, with a different behavior emerging when knk_n is large, guided by the appearance of an almost clique. We show that a similar phase transition also occurs when HH is any regular graph, at the point where kn12/qlogkn=lognk_n^{1 -2/q}\log k_n = \log n (qq is the number of vertices in HH). This establishes universality of this transition, previously known only for the case of the triangle.

Keywords

Cite

@article{arxiv.2304.01162,
  title  = {Universality in prelimiting tail behavior for regular subgraph counts in the Poisson regime},
  author = {Mriganka Basu Roy Chowdhury},
  journal= {arXiv preprint arXiv:2304.01162},
  year   = {2023}
}

Comments

26 pages, 3 figures