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Divide and Conquer: Carving Out Symbolic Models from BlackBox for More Efficient Domain Adaptation

Divide and Conquer: Carving Out Symbolic Models from BlackBox for More Efficient Domain Adaptation

Computational Genomics Summer Institute CGSI via YouTube Direct link

Introduction

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1 of 14

Introduction

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Classroom Contents

Divide and Conquer: Carving Out Symbolic Models from BlackBox for More Efficient Domain Adaptation

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  1. 1 Introduction
  2. 2 Why do we need model explanation
  3. 3 General design approaches
  4. 4 Pros and cons
  5. 5 desirable properties
  6. 6 general idea
  7. 7 general setup
  8. 8 Medical Imaging
  9. 9 Toy Example
  10. 10 Performance Comparison
  11. 11 Transferability
  12. 12 Fine Tuning
  13. 13 Performance
  14. 14 Conclusion

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