Graphical Model-based Inference on Persistent Homology

Zitian Wu, Arkaprava Roy, Leo L. Duan

Persistent homology is a cornerstone of topological data analysis, offering a multiscale summary of topology with robustness to nuisance transformations, such as rotations and smal…