Learning Hyperbolic Representations of Topological Features

Panagiotis Kyriakis, Iordanis Fostiropoulos, Paul Bogdan

Abstract: Learning task-specific representations of persistence diagrams is an important problem in topological data analysis and machine learning. However, current state of the art methods are restricted in...