ECE 595ML Lecture 25.2: Generalization Bound

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 25.2: Generalization Bound," https://nanohub.org/resources/32763.

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Purdue University, West Lafayette, IN

ECE 595ML Lecture 25.2: Generalization Bound
  • Lecture 25.2: Generalization Bound 1. Lecture 25.2: Generalization B… 0
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  • Outline 2. Outline 12.112112112112113
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  • Learning Goal 3. Learning Goal 39.572906239572909
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  • Complex H 4. Complex H 219.75308641975309
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  • Complex f 5. Complex f 484.18418418418418
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  • Rewriting the Hoeffding Inequality 6. Rewriting the Hoeffding Inequ… 658.55855855855862
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  • What is δ? 7. What is δ? 788.42175508842183
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  • Interpreting the Generalization Bound 8. Interpreting the Generalizatio… 873.9072405739073
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  • The Two Sides of the Generalization Bound 9. The Two Sides of the Generaliz… 973.47347347347352
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