Neural Non-Stationary Spectral Kernel

Sami Remes, Markus Heinonen, Samuel Kaski

Standard kernels such as Matérn or RBF kernels only encode simple monotonic dependencies within the input space. Spectral mixture kernels have been proposed as general-purpose, fle…