Function-Space Distributions over Kernels

Gregory W. Benton, Wesley J. Maddox, Jayson P. Salkey +2

Gaussian processes are flexible function approximators, with inductive biases controlled by a covariance kernel. Learning the kernel is the key to representation learning and stron…