Global eigenvalue fluctuations of random biregular bipartite graphs
Probability
2023-08-15 v3 Combinatorics
Abstract
We compute the eigenvalue fluctuations of uniformly distributed random biregular bipartite graphs with fixed and growing degrees for a large class of analytic functions. As a key step in the proof, we obtain a total variation distance bound for the Poisson approximation of the number of cycles and cyclically non-backtracking walks in random biregular bipartite graphs, which might be of independent interest. We also prove a semicircle law for random -biregular bipartite graphs when . As an application, we translate the results to adjacency matrices of uniformly distributed random regular hypergraphs.
Cite
@article{arxiv.2008.11760,
title = {Global eigenvalue fluctuations of random biregular bipartite graphs},
author = {Ioana Dumitriu and Yizhe Zhu},
journal= {arXiv preprint arXiv:2008.11760},
year = {2023}
}
Comments
45 pages, 5 figures, minor revision