A Multi-scale Graph Signature for Persistence Diagrams based on Return Probabilities of Random Walks

Chau Pham, Trung Dang, Peter Chin

Persistence diagrams (PDs), often characterized as sets of death and birth of homology class, have been known for providing a topological representation of a graph structure, which…