Understanding Batch Normalization

Nils Bjorck, Carla P. Gomes, Bart Selman, Kilian Q. Weinberger

Neural Information Processing Systems 

Its tendency to improve accuracy and speed up training have established BN as a favorite technique in deep learning.

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