Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression

Robert Allison, Anthony Stephenson, Samuel F +1

The accurate predictions and principled uncertainty measures provided by GP regression incur O(n^3) cost which is prohibitive for modern-day large-scale applications. This has moti…