Scalable and Robust Spatial Prediction via Multi-Resolution Ensembles of Predictive Processes

Nicolas Bianco, Nadja Klein

Gaussian processes provide a flexible framework for spatial prediction, but their computational cost limits applicability to large-scale data with large sample size $n$. Predictive…