ADSI Summer Workshop- Algorithmic Foundations of Learning and Control, Pablo Parrilo

ADSI Summer Workshop- Algorithmic Foundations of Learning and Control, Pablo Parrilo

Paul G. Allen School via YouTube Direct link

Intro

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1 of 18

Intro

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ADSI Summer Workshop- Algorithmic Foundations of Learning and Control, Pablo Parrilo

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  1. 1 Intro
  2. 2 Why do we care
  3. 3 Optimal transport matrix scaling
  4. 4 Control entrywise errors
  5. 5 Three key ideas
  6. 6 Approximation with polynomials
  7. 7 Computing a change of expansions
  8. 8 Plane wave expansion
  9. 9 Plane wave expansion summary
  10. 10 Sustainment
  11. 11 Modern quadratic factor
  12. 12 Summary
  13. 13 Harmonic Polynomials
  14. 14 Product Space of Feature
  15. 15 Empirical Results
  16. 16 Methods
  17. 17 Linear Classification
  18. 18 Conclusion

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