Spectral Statistics of Sparse Random Graphs with a General Degree Distribution
Probability
2015-09-14 v1
Abstract
We consider the adjacency matrices of sparse random graphs from the Chung-Lu model, where edges are added independently between the vertices with varying probabilities . The rank of the matrix is some fixed positive integer. We prove that the distribution of eigenvalues is given by the solution of a functional self-consistent equation. We prove a local law down to the optimal scale and prove bulk universality. The results are parallel to \cite{Erdos2013b} and \cite{Landon2015}.
Cite
@article{arxiv.1509.03368,
title = {Spectral Statistics of Sparse Random Graphs with a General Degree Distribution},
author = {Ben Adlam and Ziliang Che},
journal= {arXiv preprint arXiv:1509.03368},
year = {2015}
}
Comments
28 pages