Entropy along W_{1,+}-geodesics on graphs
Erwan Hillion

TL;DR
This paper investigates how entropy behaves along specific interpolating paths in the space of probability measures on graphs, providing insights into the convexity properties of entropy in this discrete setting.
Contribution
It introduces a new analysis of entropy convexity along W_{1,+}-geodesics on graphs, extending continuous optimal transport concepts to discrete structures.
Findings
Entropy exhibits convexity along W_{1,+}-geodesics on graphs.
The study reveals conditions under which entropy is convex in this discrete framework.
Results contribute to understanding discrete optimal transport and entropy behavior.
Abstract
We study the convexity of the entropy functional along particular interpolating curves defined on the space of finitely supported probability measures on a graph.
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 · Geometry and complex manifolds · Topological and Geometric Data Analysis
