The Lottery Ticket Hypothesis - Michael Carbin

The Lottery Ticket Hypothesis - Michael Carbin

MIT Embodied Intelligence via YouTube Direct link

Our Current Understanding

18 of 19

18 of 19

Our Current Understanding

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The Lottery Ticket Hypothesis - Michael Carbin

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  1. 1 Intro
  2. 2 Neural Networks are Large
  3. 3 Background: Network Pruning
  4. 4 Training is Expensive
  5. 5 Research Question
  6. 6 Motivation and Questions
  7. 7 Training Pruned Networks
  8. 8 Iterative Magnitude Pruning
  9. 9 Results
  10. 10 The Lottery Ticket Hypothesis
  11. 11 Broader Questions
  12. 12 Larger-Scale Settings
  13. 13 Scalability Challenges
  14. 14 Linear Mode Connectivity
  15. 15 Instability
  16. 16 Rewinding IMP Works
  17. 17 Takeaways
  18. 18 Our Current Understanding
  19. 19 Implications and Follow-Up

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