Sampling hypergraphs with given degrees
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 …
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" …
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 …
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
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 …
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 …
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 …
(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 …
used to sample simple digraphs with asymptotically equal probability. The process starts …
A triangle process on graphs with given degree sequence
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 …
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 …
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 …
chain, for transforming any given connected d-regular graph into ad-regular expander: In …