2025
Point-Level Topological Representation Learning on Point Clouds
ICML 2025poster
Topological Data Analysis (TDA) allows us to extract powerful topological and higher-order information on the global shape of a data set or point cloud. Tools like Persistent Homology give a single complex description of the global structure of the point cloud. However, common machine learning appli…