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Epistemic Uncertainty bayesian model uncertainty weight Monte-Carlo Dropout(蒙特卡罗 dropout),简称 MC dropout,是一种从贝叶斯理论出发的 Dropout 理解方式,将 Dropout 解释为高斯过程的贝叶斯近似。 云里雾里的,理论证明看起来 …
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Bayesian Online Prediction Freefull-Bayesian与最大似然估计,最大后验估计(MAP)不同之处在于它得到的是测试数据在整个空间上的一个概率分布,而不单纯是一个点估计。 它的精髓就在于这个加权积分:考虑到了参数 … Bayesian Neural Network topic David MacKay 1992 3 BDL
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