Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization

Jim Beckers, Bart van Erp, Ziyue Zhao +2

Bayesian model reduction provides an efficient approach for comparing the performance of all nested sub-models of a model, without re-evaluating any of these sub-models. Until now,…