Compressible Spectral Mixture Kernels with Sparse Dependency Structures for Gaussian Processes

Kai Chen, Yijue Dai, Feng Yin +2

Spectral mixture (SM) kernels comprise a powerful class of generalized kernels for Gaussian processes (GPs) to describe complex patterns. This paper introduces model compression an…