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For questions related to Bayesian deep learning, that is, Bayesian techniques applied to deep learning models (i.e. neural networks).
2
votes
Why do CNN's sometimes make highly confident mistakes, and how can one combat this problem?
I'm an amateur with neural networks, but I will illustrate my understanding of how this problem comes to be.
First, lets see how trivial neural network classifies 2D input into two classes :
But …