Tag: atlas

Atlas Gaussian processes on restricted domains and point clouds arXiv:2511.15822v1 Announce Type: new Abstract: In real-world applications, data often reside in restricted domains with unknown boundaries, or as high-dimensional point clouds lying on a lower-dimensional, nontrivial, unknown manifold. Traditional Gaussian Processes (GPs) struggle to capture the underlying geometry in such settings. Some existing methods assume…