Regularization Method: Noise for improving Deep Learning models

Introduce stochastic noise into the training process

Alex Diaz
Towards Data Science
10 min readJan 17, 2020

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One of the first concepts you learn when you begin to study neural networks is the meaning of overfitting and underfitting. Sometimes, it is a challenge to train a model that generalizes your data perfectly, especially when you have a small dataset because:

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