Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT

Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel +1

Topological data analysis (TDA) delivers invaluable and complementary information on the intrinsic properties of data inaccessible to conventional methods. However, high computatio…