Balancing Geometry and Density: Path Distances on High-Dimensional Data

Anna Little, Daniel McKenzie, James Murphy

New geometric and computational analyses of power-weighted shortest-path distances (PWSPDs) are presented. By illuminating the way these metrics balance density and geometry in the…