Adaptive RKHS Fourier Features for Compositional Gaussian Process Models

Xinxing Shi, Thomas Baldwin-McDonald, Mauricio A. Álvarez

Deep Gaussian Processes (DGPs) leverage a compositional structure to model non-stationary processes. DGPs typically rely on local inducing point approximations across intermediate…