Tag: L1 and L2 regularization
What is L1 and L2 regularization in Deep Learning?
Naveen
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L1 and L2 regularization are two of the most common ways to reduce overfitting in deep neural networks. L1 regularization is performing a linear transformation on the weights of your neural network. L2 regularization is adding a squared cost function to your loss function. This cost function penalizes the sum of the absolute values of…
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