A Hilbert space embedding of persistence diagrams and barcodes

Abstract

For p in $[1,\infty ]$, we show that the persistence landscape gives 1-Lipschitz embeddings of metric spaces of countable persistence diagrams and barcodes with p-Wasserstein distances into an $L^p$ space.

10 pages, 1 figure, comments welcome