Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth

Jeff Calder, Mahmood Ettehad

Shortest path graph distances are widely used in data science and machine learning, since they can approximate the underlying geodesic distance on the data manifold. However, the s…