Richer priors for infinitely wide multi-layer perceptrons

Russell Tsuchida, Fred Roosta, Marcus Gallagher

It is well-known that the distribution over functions induced through a zero-mean iid prior distribution over the parameters of a multi-layer perceptron (MLP) converges to a Gaussi…