Explainable topological data analysis using persistence heatmaps

Himanshu Yadav, Alexander Wagner, Peter Bubenik

Topological data analysis (TDA) leverages tools from algebraic topology to aid in various machine learning tasks. Numerous TDA constructions are provably stable in the sense that c…