ECE 595ML Lecture 31.2: Regularization - Two Regularization Techniques

By Stanley H. Chan

Electrical and Computer Engineering, Purdue University, West Lafayette, IN

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Researchers should cite this work as follows:

  • Stanley H. Chan (2020), "ECE 595ML Lecture 31.2: Regularization - Two Regularization Techniques," https://nanohub.org/resources/32880.

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Purdue University, West Lafayette, IN

ECE 595ML Lecture 31.2: Regularization - Two Regularization Techniques
  • Lecture 31.2: Regularization - Two Regularization Techniques 1. Lecture 31.2: Regularization -… 0
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  • Outline 2. Outline 9.1424758091424767
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  • Soft Order Constraint 3. Soft Order Constraint 25.558892225558893
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  • Soft Order Constraint 4. Soft Order Constraint 152.25225225225225
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  • Soft Order Constraint 5. Soft Order Constraint 217.18385051718386
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  • VC Perspective of Soft Order Constraint 6. VC Perspective of Soft Order C… 313.04637971304641
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  • Solving the Soft Order Constraint Problem 7. Solving the Soft Order Constra… 542.80947614280944
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  • Augmented Error 8. Augmented Error 627.927927927928
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  • VC Perspective of Augmented Error 9. VC Perspective of Augmented Er… 756.322989656323
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  • Choice of λ 10. Choice of λ 892.09209209209212
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