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Showing 1 to 1 of 1 for “"Cold-posterior effect"”.
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Priors in finite and infinite Bayesian convolutional neural networks
… approach. First, I theoretically examine the effect of the Gaussian isotropic prior on the distribution over functions of a deep BNN prior. I show that, as the number of channels of a convolutional BNN goes to infinity, its output converges in distribution to a Gaussian process (GP). Thus, we …