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PDF-WeightUncertaintyinNeuralNetworks

PDF-WeightUncertaintyinNeuralNetworks

Author : faustina-dinatale | Published Date : 2017-02-24

batchcostforminibatchi12MFEQiDi1 MKLqwjjjPwEqwjlogPDijw8Thisisequivalenttothecostin1sincePiFEQiDiFDTherearemanywaystoweightthecomplexitycostrelativetothelike

batchcostforminibatchi=1;2;:::;M:FEQi(Di;)=1 MKL[q(wj)jjP(w)]Eq(wj)[logP(Dijw)]:(8)Thisisequivalenttothecostin(1)sincePiFEQi(Di;)=F(D;).Therearemanywaystoweightthecomplexitycostrelativetothelike

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