Approximating 1-Wasserstein Distance between Persistence Diagrams by Graph Sparsification

Tamal K. Dey, Simon Zhang

Persistence diagrams (PD)s play a central role in topological data analysis. This analysis requires computing distances among such diagrams such as the $1$-Wasserstein distance. Ac…