no code implementations • 20 Apr 2022 • Fernando Galaz-Garcia, Marios Papamichalis, Kathryn Turnbull, Simon Lunagomez, Edoardo Airoldi
We provide a general framework for constructing probability distributions on Riemannian manifolds, taking advantage of area-preserving maps and isometries.
no code implementations • 3 Jun 2021 • Thomas Pinder, Kathryn Turnbull, Christopher Nemeth, David Leslie
We derive a Matern Gaussian process (GP) on the vertices of a hypergraph.