Regularization¶
Techniques for combating overfitting and improving training.
Data Augmentation¶
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Dropout¶
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Early Stopping¶
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Ensembling¶
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Injecting Noise¶
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L1 Regularization¶
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L2 Regularization¶
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References
[1] | http://www.deeplearningbook.org/contents/regularization.html |