Multiscale geometric feature extraction for high-dimensional and non-Euclidean data with application

Gabriel Chandler, Wolfgang Polonik

A method for extracting multiscale geometric features from a data cloud is proposed and analyzed. The basic idea is to map each pair of data points into a real-valued feature funct…