Uncertainty Quantification of Spline Predictors on Compact Riemannian Manifolds

Charlie Sire, Mike Pereira

To predict smooth physical phenomena from observations, spline interpolation provides an interpretable framework by minimizing an energy functional associated with the Laplacian op…