Slides

• S1-lrRegularized (version: current)

Videos

Original — the unedited, as-taught-live lecture capture. AI-Clone — the same lecture with an AI voice clone and filler words cleaned up. Author-Voice — a condensed and cleaned re-narration in the instructor's own cloned voice.

• Extra M3 [ Original ] · [ AI-Clone ] · [ Author-Voice ]

Readings

• Robert Tibshirani (1996), Regression Shrinkage and Selection via the Lasso
• Hui Zou & Trevor Hastie (2005), Regularization and Variable Selection via the Elastic Net

Extra Readings

• Elastic paper

Category

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