Calibrated Persistent Homology Tests for High-dimensional Collapse Detection

Alexander Kalinowski

We study detection of collapse in high-dimensional point clouds, where mass concentrates near a lower-dimensional set relative to a non-collapsed geometry. We propose persistent ho…