Stochastic Normalizations as Bayesian Learning

1 Nov 2018Alexander ShekhovtsovBoris Flach

In this work we investigate the reasons why Batch Normalization (BN) improves the generalization performance of deep networks. We argue that one major reason, distinguishing it from data-independent normalization methods, is randomness of batch statistics... (read more)

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