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Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)

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Thank you for your sharing your code, I have some questions. In your paper, appendix A, For categorical variable y∗, Varp(y∗|x∗,ω)(y∗) = Ep(y∗|x∗,ω)(y∗⊗2)−Ep(y∗|x∗,ω)(y∗)⊗2 and it is Ep(y∗|x∗,ω){diag(y∗)}−Ep(y∗|x∗,ω)(y∗)⊗2 because y∗ is...