Approximation of Functions over Manifolds: A Moving Least-Squares Approach

Barak Sober, Yariv Aizenbud, David Levin

We present an algorithm for approximating a function defined over a $d$-dimensional manifold utilizing only noisy function values at locations sampled from the manifold with noise.…