uncertainty in deep learning

深度贝叶斯学习: Inthisworkwedeveloptoolstoobtainpracticaluncertaintyestimatesindeep learning,castingrecentdeeplearningtoolsasBayesianmodelswithoutchangingeither themodelsortheoptimisation.Inthefirstpartofthisthesiswedevelopthetheory forsuchtools,providingapplicati