Curvature calculations for antitrees
David Cushing, Shiping Liu, Florentin M\"unch, Norbert Peyerimhoff

TL;DR
This paper demonstrates that certain infinite antitree graphs exhibit positive curvature in multiple discrete curvature frameworks, but lack global positive curvature bounds, highlighting nuanced geometric properties.
Contribution
It proves that antitrees with specific growth conditions have positive curvature in various discrete settings, expanding understanding of curvature in infinite graphs.
Findings
Antitrees exhibit positive curvature in Bakry-Émery and Ollivier-Ricci frameworks.
These graphs lack global positive curvature bounds, contrasting with classical geometric expectations.
Different techniques are required to prove results in each curvature setting.
Abstract
In this article we prove that antitrees with suitable growth properties are examples of infinite graphs exhibiting strictly positive curvature in various contexts: in the normalized and non-normalized Bakry-\'Emery setting as well in the Ollivier-Ricci curvature case. We also show that these graphs do not have global positive lower curvature bounds, which one would expect in view of discrete analogues of the Bonnet-Myers theorem. The proofs in the different settings require different techniques.
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.
