Robust Topological Inference: Distance To a Measure and Kernel Distance

Frédéric Chazal, Brittany T. Fasy, Fabrizio Lecci +3

Let P be a distribution with support S. The salient features of S can be quantified with persistent homology, which summarizes topological features of the sublevel sets of the dist…