Structure of lower tails in sparse random graphs

Byron Chin

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arXiv · 2312.12673

Structure of lower tails in sparse random graphs

Byron Chin

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Abstract

We study the typical structure of a sparse Erd\H{o}s--R\'enyi random graph conditioned on the lower tail subgraph count event. We show that in certain regimes, a typical graph sampled from the conditional distribution resembles the entropy minimizer of the mean field approximation in the sense of both subgraph counts and cut norm. The main ingredients are an adaptation of an entropy increment scheme of Kozma and Samotij, and a new stability for the solution of the associated entropy variational problem. The proof can be interpreted as a structural application of the new probabilistic hypergraph container lemma for sparser than average sets, and suggests a more general framework for establishing such typical behavior statements.

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Byron Chin. 2023-12-20. Structure of lower tails in sparse random graphs. https://arxiv.org/abs/2312.12673

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