Exploring Shrinkage Regularization
Exploring Shrinkage Regularization reveals several interesting facts.
- This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ...
- Chap6. Linear model selection and regularization - 6.1 Shrinkage method: Ridge regression
- A new version of this video is available in the most recent playlist: ...
- We now go on to the topic of
- In this video, we talk about the L1 and L2
In-Depth Information on Shrinkage Regularization
Ridge Regression is a neat little way to ensure you don't overfit your training data - essentially, you are desensitizing your model ... In this video we cover a modification to linear regression called Lasso Regression is super similar to Ridge Regression, but there is one big, huge difference between the two. In this video, I start ... Statistical Learning, featuring Deep Learning, Survival Analysis and Multiple Testing Trevor Hastie, Professor of Statistics and ...
In this video, we'll talk about a very useful general idea in statistical learning settings:
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