Gradient Descent on Point Clouds and Applications in Learned Operator Correction

Andreas Hauptmann, Yury Korolev, Matthew Thorpe

We consider the problem of minimising an energy over an unknown manifold that is given implicitly by a point cloud. For a known manifold one can define a gradient descent scheme an…