Nonembeddability of Persistence Diagrams with $p>2$ Wasserstein Metric

Alexander Wagner

Persistence diagrams do not admit an inner product structure compatible with any Wasserstein metric. Hence, when applying kernel methods to persistence diagrams, the underlying fea…