Guanlin Wu

Spectrum Gaussian Processes Based On Tunable Basis Functions

2021 · arXiv (Cornell University)

Spectral approximation and variational inducing learning for the Gaussian process are two popular methods to reduce computational complexity. However, in previous research, those methods always tend to adopt the orthonormal basis functions, such as eigenvectors …