L2

L2

2019/12/09

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// Ridge Regression - R Statistics Blog

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// Topographic _ Regularized Feature Learning in Tensorflow [ Manual Backprop in TF ]

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References

# L2
# Ridge Regression

Hoerl, Arthur E., and Robert W. Kennard. "Ridge regression: Biased estimation for nonorthogonal problems." Technometrics 12.1 (1970): 55-67.

https://amstat.tandfonline.com/doi/pdf/10.1080/00401706.1970.10488634 

Ridge Regression - R Statistics Blog
https://www.rstatisticsblog.com/data-science-in-action/ridge-regression/

Topographic _ Regularized Feature Learning in Tensorflow [ Manual Backprop in TF ]
https://towardsdatascience.com/topographic-regularized-feature-learning-in-tensorflow-manual-backprop-in-tf-f50507e69472

深度学习（Deep Learning）基础概念8：L2正则化（L2 Regularization）、Dropout原理及其python实现 - 知乎
https://zhuanlan.zhihu.com/p/29592806