Expectation Propagation for Neural Networks with Sparsity-promoting Priors

Pasi Jylänki, Aapo Nummenmaa, Aki Vehtari

We propose a novel approach for nonlinear regression using a two-layer neural network (NN) model structure with sparsity-favoring hierarchical priors on the network weights. We pre…