Crossings in Randomly Embedded Graphs
Santiago Arenas-Velilla, Octavio Arizmendi

TL;DR
This paper analyzes the distribution of crossings in randomly embedded graphs, providing a normal approximation with a convergence rate of order n^{-1/2} for various graph families, including chord diagrams and cycles.
Contribution
It offers a new probabilistic estimate for the distribution of crossings in random graph embeddings, with explicit convergence rates.
Findings
Normal distribution approximation for crossings
Convergence rate of order n^{-1/2}
Applicable to chord diagrams and cycles
Abstract
We consider the number of crossings in a graph which is embedded randomly on a convex set of points. We give an estimate to the normal distribution in Kolmogorov distance which implies a convergence rate of order for various families of graphs, including random chord diagrams or full cycles.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsStochastic processes and statistical mechanics · Topological and Geometric Data Analysis · Markov Chains and Monte Carlo Methods
