Sparsification of the Generalized Persistence Diagrams for Scalability through Gradient Descent

Mathieu Carrière, Seunghyun Kim, Woojin Kim

The generalized persistence diagram (GPD) is a natural extension of the classical persistence barcode to the setting of multi-parameter persistence and beyond. The GPD is defined a…