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Optimization Landscape and Two-Layer Neural Networks - Rong Ge

Optimization Landscape and Two-Layer Neural Networks - Rong Ge

Institute for Advanced Study via YouTube Direct link

Saddle points

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Saddle points

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Optimization Landscape and Two-Layer Neural Networks - Rong Ge

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  1. 1 Introduction
  2. 2 Non convexity
  3. 3 Saddle points
  4. 4 Localoptimizable functions
  5. 5 Results
  6. 6 Symmetric Distribution
  7. 7 Optimization Landscape
  8. 8 symmetric input distribution
  9. 9 TwoLayer Neural Network
  10. 10 HighLevel Idea
  11. 11 First Attempt
  12. 12 Interpolate
  13. 13 Summary

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