Coefficient groups inducing nonbranched optimal transport
Mircea Petrache, Roger Z\"ust

TL;DR
This paper characterizes normed Abelian groups that guarantee nonbranching optimal transport plans, providing a geometric classification and a duality generalization for these groups.
Contribution
It introduces an intrinsic condition on normed Abelian groups ensuring nonbranching optimal transport, with complete classifications and a duality extension.
Findings
Characterization of finitely generated normed groups inducing nonbranching transport
Classification of groups with acyclic support in optimal plans
Establishment of a global calibration and duality for nonbranching cases
Abstract
In this work we consider an optimal transport problem with coefficients in a normed Abelian group , and extract a purely intrinsic condition on that guarantees that the optimal transport (or the corresponding minimum filling) is not branching. The condition turns out to be equivalent to the nonbranching of minimum fillings in geodesic metric spaces. We completely characterize finitely generated normed groups and finite-dimensional normed vector spaces of coefficients that induce nonbranching optimal transport plans. We also provide a complete classification of normed groups for which the optimal transport plans, besides being nonbranching, have acyclic support. This seems to initiate a new geometric classifications of certain normed groups. In the nonbranching case we also provide a global version of calibration, i.e. a generalization of Monge-Kantorovich duality.
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.
