Bayesian Neural Network Inference via Implicit Models and the Posterior Predictive Distribution

Joel Janek Dabrowski, Daniel Edward Pagendam

We propose a novel approach to perform approximate Bayesian inference in complex models such as Bayesian neural networks. The approach is more scalable to large data than Markov Ch…