Stochastic Local Interaction Model with Sparse Precision Matrix for Space-Time Interpolation

Dionissios T. Hristopulos, Vasiliki D. Agou

The application of geostatistical and machine learning methods based on Gaussian processes to big space-time data is beset by the requirement for storing and numerically inverting…