Does Learning Require Memorization? A Short Tale About a Long Tail - Vitaly Feldman, Google Brain

Does Learning Require Memorization? A Short Tale About a Long Tail - Vitaly Feldman, Google Brain

Alan Turing Institute via YouTube Direct link

Intro

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1 of 15

Intro

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Does Learning Require Memorization? A Short Tale About a Long Tail - Vitaly Feldman, Google Brain

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  1. 1 Intro
  2. 2 Privacy concerns
  3. 3 Current state of the art
  4. 4 Related work
  5. 5 Toy Story
  6. 6 Subpopulations
  7. 7 Long tail distribution
  8. 8 Model description
  9. 9 Prior over frequencies
  10. 10 Memorization
  11. 11 Coupling
  12. 12 Experimental Approach
  13. 13 Results
  14. 14 Evidence for memorization
  15. 15 Conclusion

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