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Generalization Error and Stability

Generalization Error and Stability

MITCBMM via YouTube Direct link

Universal Consistency

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Universal Consistency

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Generalization Error and Stability

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  1. 1 Recap
  2. 2 Excess Risk
  3. 3 Universal Consistency
  4. 4 empirical risk minimization
  5. 5 law of large number
  6. 6 Union bound
  7. 7 Stability
  8. 8 Rewriting

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