TDA

A random persistence diagram generator

Topological data analysis (TDA) studies the shape patterns of data. Persistent homology is a widely used method in TDA that summarizes homological features of data at multiple scales and stores them in persistence diagrams (PDs). In this paper, we …

Statistics and machine learning in topological and geometric data analysis

Minisymposium on statistics and machine learning in topological and geometric data analysis.