Do Simpler Models Exist and How Can We Find Them? - Cynthia Rudin

Do Simpler Models Exist and How Can We Find Them? - Cynthia Rudin

Institute for Advanced Study via YouTube Direct link

Learning Theory

8 of 16

8 of 16

Learning Theory

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Do Simpler Models Exist and How Can We Find Them? - Cynthia Rudin

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  1. 1 Introduction
  2. 2 Criminal Justice System
  3. 3 Complicated Models
  4. 4 The Rashomon Set
  5. 5 Simpler Abstract Setting
  6. 6 Experiment Results
  7. 7 The Rashomon Curve
  8. 8 Learning Theory
  9. 9 Prize
  10. 10 Decision Trees
  11. 11 Problem with Decision Trees
  12. 12 Summary
  13. 13 Questions
  14. 14 Rational Ratio
  15. 15 Sharing a Window
  16. 16 Overfitting

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