Exploring Singularities in point clouds with the graph Laplacian: An explicit approach

Martin Andersson, Benny Avelin

We develop theory and methods that use the graph Laplacian to analyze the geometry of the underlying manifold of datasets. Our theory provides theoretical guarantees and explicit b…