Note on intrinsic metrics on graphs
Daniel Lenz, Marcel Schmidt, Felix Seifert

TL;DR
This paper investigates the set of intrinsic metrics on graphs, showing that only finite star graphs have a largest intrinsic metric and providing characterizations for certain symmetric infinite graphs.
Contribution
It characterizes when graphs admit a largest intrinsic metric and describes properties of intrinsic metrics on various classes of graphs.
Findings
Only finite star graphs admit a largest intrinsic metric.
Infinite locally finite graphs do not admit a largest intrinsic metric.
Characterization of intrinsic metrics with finite balls on weakly spherically symmetric graphs.
Abstract
We study the set of intrinsic metrics on a given graph. This is a convex compact set and it carries a natural order. We investigate existence of largest elements with respect to this order. We show that the only locally finite graphs which admit a largest intrinsic metric are certain finite star graphs. In particular all infinite locally finite graphs do not admit a largest intrinsic metric. Moreover, we give a characterization for the existence of intrinsic metrics with finite balls for weakly spherically symmetric graphs.
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
TopicsGeometric Analysis and Curvature Flows · Point processes and geometric inequalities
