Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization

Xiaotao Jia, Jianlei Yang, Runze Liu +3

Bayesian method is capable of capturing real world uncertainties/incompleteness and properly addressing the over-fitting issue faced by deep neural networks. In recent years, Bayes…