Batch Normalization - EXPLAINED!

Published: 09 March 2020
on channel: CodeEmporium

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What is Batch Normalization? Why is it important in Neural networks? We get into math details too. Code in references.

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REFERENCES
[1] 2015 paper that introduced Batch Normalization: https://arxiv.org/abs/1502.03167
[2] The paper that claims Batch Norm does NOT reduce internal covariate shift as claimed in [1]: https://arxiv.org/abs/1805.11604
[3] Using BN + Dropout: https://arxiv.org/abs/1905.05928
[4] Andrew Ng on why normalization speeds up training: https://www.coursera.org/lecture/deep...
[5] Ian Goodfellow on how Batch Normalization helps regularization: https://www.quora.com/Is-there-a-theo...
[6] Code Batch Normalization from scratch: https://kratzert.github.io/2016/02/12...

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