Semi-Implicit Approaches for Large-Scale Bayesian Spatial Interpolation

Sébastien Garneau, Carlos T. P. Zanini, Alexandra M. Schmidt

Spatial statistics often rely on Gaussian processes (GPs) to capture dependencies across locations. However, their computational cost increases rapidly with the number of locations…