Trace-class Gaussian priors for Bayesian learning of neural networks with MCMC

Torben Sell, Sumeetpal S. Singh

This paper introduces a new neural network based prior for real valued functions on ${\mathbb{R}}^d$ which, by construction, is more easily and cheaply scaled up in the domain dimensi…