Patchwork Kriging for Large-scale Gaussian Process Regression

23 Jan 2017 Chiwoo Park Daniel Apley

This paper presents a new approach for Gaussian process (GP) regression for large datasets. The approach involves partitioning the regression input domain into multiple local regions with a different local GP model fitted in each region... (read more)

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