add lasso deep dive

slds-lmu · Dec 7, 2023 · b736a46 · b736a46
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diff --git a/content/chapters/15_regularization/15-09-lasso-deep.md b/content/chapters/15_regularization/15-09-lasso-deep.md
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+---
+title: "Chapter 15.09: Soft-thresholding and L1 regularization deep-dive"
+weight: 15009
+---
+In this section, we prove the previously stated proposition regarding soft-thresholding and L1 regularization.
+
+<!--more-->
+
+### Lecture video
+
+{{<>}}
+
+### Lecture slides
+
+{{< pdfjs file="https://github.com/slds-lmu/lecture_sl/raw/main/slides-pdf/slides-regu-lasso-deepdive.pdf" >}}
diff --git a/...15_regularization/15-09-early-stopping.md → ...15_regularization/15-10-early-stopping.md b/...15_regularization/15-09-early-stopping.md → ...15_regularization/15-10-early-stopping.md
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 ---
-title: "Chapter 15.09: Early Stopping"
-weight: 15009
+title: "Chapter 15.10: Early Stopping"
+weight: 15010
 ---
 In this section, we introduce early stopping and show how it can act as a regularizer.