PoRB-Nets: Poisson Process Radial Basis Function Networks

Beau Coker, Melanie Fernandes Pradier, Finale Doshi-Velez

Abstract: Bayesian neural networks (BNNs) are flexible function priors well-suited to situations in which data are scarce and uncertainty must be quantified. Yet, common weight priors are able to encode litt...