Output-Constrained Bayesian Neural Networks

Wanqian Yang, Lars Lorch, Moritz A. Graule +5

Bayesian neural network (BNN) priors are defined in parameter space, making it hard to encode prior knowledge expressed in function space. We formulate a prior that incorporates fu…