Gibbs Sampling the Posterior of Neural Networks

Giovanni Piccioli, Emanuele Troiani, Lenka Zdeborová

In this paper, we study sampling from a posterior derived from a neural network. We propose a new probabilistic model consisting of adding noise at every pre- and post-activation i…