Spectral statistics of sparse Erd\H{o}s-R\'enyi graph Laplacians
Probability
2015-10-22 v1
Abstract
We consider the bulk eigenvalue statistics of Laplacian matrices of large Erd\H{o}s-R\'enyi random graphs in the regime for any fixed . We prove a local law down to the optimal scale which implies that the eigenvectors are delocalized. We consider the local eigenvalue statistics and prove that both the gap statistics and averaged correlation functions coincide with the GOE in the bulk.
Keywords
Cite
@article{arxiv.1510.06390,
title = {Spectral statistics of sparse Erd\H{o}s-R\'enyi graph Laplacians},
author = {Jiaoyang Huang and Benjamin Landon},
journal= {arXiv preprint arXiv:1510.06390},
year = {2015}
}
Comments
35 pages, 2 figures