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Discrete Optimization-Aided Structured Learning at Scale - IPAM at UCLA

Discrete Optimization-Aided Structured Learning at Scale - IPAM at UCLA

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

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Outline

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Discrete Optimization-Aided Structured Learning at Scale - IPAM at UCLA

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  1. 1 Intro
  2. 2 Outline
  3. 3 Algorithmic Aspects
  4. 4 Statistical Setup
  5. 5 canonical estimators
  6. 6 Optimal estimators
  7. 7 Approach
  8. 8 Performance
  9. 9 Approaches
  10. 10 Feature Selection
  11. 11 Questions
  12. 12 Learning Trees

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