Intrinsic Green's Learning: Supervised Learning on Manifolds via Inverse PDE

Alexandre Quemy

We introduce Intrinsic Green's Learning (IGL), a framework that models a target function on a manifold as the solution to a linear PDE whose source term is learned from data. Rathe…