Optimization, Complexity and Math - Can We Prove P!=NP by Gradient Descent?

Optimization, Complexity and Math - Can We Prove P!=NP by Gradient Descent?

Society for Industrial and Applied Mathematics via YouTube Direct link

6 areas, 6 problems GGOW15-16

9 of 11

9 of 11

6 areas, 6 problems GGOW15-16

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Optimization, Complexity and Math - Can We Prove P!=NP by Gradient Descent?

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  1. 1 Intro
  2. 2 Perfect Matchings (PMs)
  3. 3 PMs & symbolic matrices [Edmonds'67]
  4. 4 Symbolic matrices dual life
  5. 5 Matrix Scaling
  6. 6 Analysis of the algorithm
  7. 7 Operator Scaling Gurvits '04 a quantum leap
  8. 8 Operator scaling algorithm
  9. 9 6 areas, 6 problems GGOW15-16
  10. 10 Invariant theory
  11. 11 Conclusions & Open Problems

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