Faster Kernel Interpolation for Gaussian Processes

Mohit Yadav, Daniel Sheldon, Cameron Musco

A key challenge in scaling Gaussian Process (GP) regression to massive datasets is that exact inference requires computation with a dense n x n kernel matrix, where n is the number…