Why Your Neural Net is Uncertain in Different Ways

Distinguishing uncertainties helps us better understand neural networks.

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Neural networks are riddled with uncertainty. After feeding an input through a neural network to retrieve an output, we cannot be sure that the output we got is a correct description of reality. Moreover, the uncertainty of a neural network needs to be…