Ivan G. Costa

Optimal Transport Distances for Directed, Weighted Graphs: A Case Study With Cell-Cell Communication Networks

Comparing graphs by means of optimal transport has recently gained significant attention, as the distances induced by optimal transport provide both a principled metric between graphs as well as an interpretable description of the associated changes between graphs in terms of a transport plan. As th…