BloomTech’s Downfall: A Long Time Coming

Removing Spurious Features Can Hurt Accuracy and Affect Groups Disproportionately

Removing Spurious Features Can Hurt Accuracy and Affect Groups Disproportionately

ACM FAccT Conference via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Removing Spurious Features Can Hurt Accuracy and Affect Groups Disproportionately

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  1. 1 Introduction
  2. 2 Accuracy Drop
  3. 3 Setup
  4. 4 Data Sets
  5. 5 Results
  6. 6 Other Results
  7. 7 Conclusion

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