Preconditioned Additive Gaussian Processes with Fourier Acceleration

Theresa Wagner, Tianshi Xu, Franziska Nestler +2

Gaussian processes (GPs) are crucial in machine learning for quantifying uncertainty in predictions. However, their associated covariance matrices, defined by kernel functions, are…