Sampling hypergraphs with given degrees

M Dyer, C Greenhill, P Kleer, J Ross, L Stougie - Discrete Mathematics, 2021 - Elsevier
There is a well-known connection between hypergraphs and bipartite graphs, obtained by
treating the incidence matrix of the hypergraph as the biadjacency matrix of a bipartite …

Generating graphs randomly

C Greenhill - arXiv preprint arXiv:2201.04888, 2022 - arxiv.org
Graphs are used in many disciplines to model the relationships that exist between objects in
a complex discrete system. Researchers may wish to compare a network of interest to a" …

On the second eigenvalue of random bipartite biregular graphs

Y Zhu - Journal of Theoretical Probability, 2023 - Springer
We consider the spectral gap of a uniformly chosen random (d 1, d 2)-biregular bipartite
graph G with| V 1|= n,| V 2|= m, where d 1, d 2 could possibly grow with n and m. Let A be the …

Upgrading MLSI to LSI for reversible Markov chains

J Salez, K Tikhomirov, P Youssef - Journal of Functional Analysis, 2023 - Elsevier
For reversible Markov chains on finite state spaces, we show that the modified log-Sobolev
inequality (MLSI) can be upgraded to a log-Sobolev inequality (LSI) at the surprisingly low …

Distributed Average Consensus Algorithms in d-Regular Bipartite Graphs: Comparative Study

M Kenyeres, J Kenyeres - Future Internet, 2023 - mdpi.com
Consensus-based data aggregation in d-regular bipartite graphs poses a challenging task
for the scientific community since some of these algorithms diverge in this critical graph …

Regularized modified log-Sobolev inequalities and comparison of Markov chains

K Tikhomirov, P Youssef - The Annals of Probability, 2024 - projecteuclid.org
In this work we develop a comparison procedure for the modified log-Sobolev inequality
(MLSI) constants of two reversible Markov chains on a finite state space. Efficient …

Sequential Stub Matching for Asymptotically Uniform Generation of Directed Graphs with a Given Degree Sequence

F van Ieperen, I Kryven - Annals of Combinatorics, 2024 - Springer
We discuss sequential stub matching for directed graphs and show that this process can be
used to sample simple digraphs with asymptotically equal probability. The process starts …

A triangle process on graphs with given degree sequence

C Cooper, M Dyer, C Greenhill - arXiv preprint arXiv:2301.08499, 2023 - arxiv.org
The triangle switch Markov chain is designed to generate random graphs with given degree
sequence, but having more triangles than would appear under the uniform distribution …

Cutoff for rewiring dynamics on perfect matchings

S Olesker-Taylor - The Annals of Applied Probability, 2023 - projecteuclid.org
We establish cutoff for a natural random walk (RW) on the set of perfect matchings (PM s),
based on “rewiring”. An n-PM is a pairing of 2 n objects. The k-PM RW selects k pairs …

Expanders via local edge flips in quasilinear time

G Giakkoupis - Proceedings of the 54th Annual ACM SIGACT …, 2022 - dl.acm.org
Mahlmann and Schindelhaue (2005) proposed the following simple process, called flip-
chain, for transforming any given connected d-regular graph into ad-regular expander: In …