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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

Accuracy Drop

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2 of 7

Accuracy Drop

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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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