Efficient Graph Reconstruction and Representation Using Augmented Persistence Diagrams

Brittany Terese Fasy, Samuel Micka, David L. Millman +2

Persistent homology is a tool that can be employed to summarize the shape of data by quantifying homological features. When the data is an object in ${\mathbb{R}}^d$, the (augmented)…