Jessi Cisewski-Kehe

MaxTDA: Robust Statistical Inference for Maximal Persistence in Topological Data Analysis

Persistent homology is an area within topological data analysis (TDA) that can uncover different dimensional holes (connected components, loops, voids, etc.) in data. The holes are characterized, in part, by how long they persist across different scales. Noisy data can result in...