Persistence B-Spline Grids: Stable Vector Representation of Persistence Diagrams Based on Data Fitting

Zhetong Dong, Hongwei Lin, Chi Zhou

Many attempts have been made in recent decades to integrate machine learning (ML) and topological data analysis. A prominent problem in applying persistent homology to ML tasks is…