Compact Bayesian Neural Networks via pruned MCMC sampling

Ratneel Deo, Scott Sisson, Jody M. Webster +1

Bayesian Neural Networks (BNNs) offer robust uncertainty quantification in model predictions, but training them presents a significant computational challenge. This is mainly due t…