High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation

Chris Camaño, Daniel Huang

We introduce Soft Kernel Interpolation (SoftKI), a method that combines aspects of Structured Kernel Interpolation (SKI) and variational inducing point methods, to achieve scalable…