Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization

1 code implementation • 17 Oct 2022 • Jim Beckers, Bart van Erp, Ziyue Zhao, Kirill Kondrashov, Bert de Vries

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.