Ingrid Daubechies

Gaussian Process Landmarking on Manifolds

2018 · arXiv (Cornell University)

As a means of improving analysis of biological shapes, we propose an algorithm for sampling a Riemannian manifold by sequentially selecting points with maximum uncertainty under a Gaussian process model. This greedy strategy is known …