ECE 595ML Lecture 31.3: Regularization - Choosing a Regularization

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 31.3: Regularization - Choosing a Regularization," https://nanohub.org/resources/32881.

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Purdue University, West Lafayette, IN

ECE 595ML Lecture 31.3: Regularization - Choosing a Regularization
  • Lecture 31.3: Regularization - Choosing a Regularization 1. Lecture 31.3: Regularization -… 0
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  • Outline 2. Outline 10.076743410076745
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  • Choosing a Regularization: Pill or Poisson? 3. Choosing a Regularization: Pil… 18.485151818485154
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  • Overfit and Underfit 4. Overfit and Underfit 218.08475141808475
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  • Regularization on Noise and Target Complexity. 5. Regularization on Noise and Ta… 447.08041374708046
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  • What if Picked a Wrong Regularization? 6. What if Picked a Wrong Regular… 597.89789789789791
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  • Summary 7. Summary 719.85318651985324
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  • Reading List 8. Reading List 820.25358692025361
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