On the estimation of persistence intensity functions and linear representations of persistence diagrams

Weichen Wu, Jisu Kim, Alessandro Rinaldo

The prevailing statistical approach to analyzing persistence diagrams is concerned with filtering out topological noise. In this paper, we adopt a different viewpoint and aim at es…