Early Stopping

Early Stopping

2019/12/20

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// Improving Deep Neural Networks  Hyperparameter tuning, Regularization and Optimization - week 1

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// regularization

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References

# Early Stopping

Li, Mingchen, Mahdi Soltanolkotabi, and Samet Oymak. "Gradient descent with early stopping is provably robust to label noise for overparameterized neural networks." arXiv preprint arXiv:1903.11680 (2019).

https://arxiv.org/pdf/1903.11680.pdf 

regularization
http://www.deeplearningbook.org/contents/regularization.html

深度学习技巧之Early Stopping（早停法） - df19900725的博客
https://blog.csdn.net/df19900725/article/details/82973049 

Improving Deep Neural Networks  Hyperparameter tuning, Regularization and Optimization - week 1
https://medium.com/chiukevin0321/improving-deep-neural-networks-hyperparameter-tuning-regularization-and-optimization-week-1-59e873f40e66