Efficient Approximate Inference for Stationary Kernel on Frequency Domain

Yohan Jung, Kyungwoo Song, Jinkyoo Park

Abstract: Based on the Fourier duality between a stationary kernel and its spectral density, modeling the spectral density using a Gaussian mixture density enables one to construct a flexible kernel, known a...