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Avoiding Disparity Amplification under Different Worldviews

Avoiding Disparity Amplification under Different Worldviews

ACM FAccT Conference via YouTube Direct link

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Outline

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Avoiding Disparity Amplification under Different Worldviews

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  1. 1 Introduction
  2. 2 Outline
  3. 3 Machine Learning
  4. 4 Worldviews
  5. 5 Total Variation Distance
  6. 6 ConstructBased Fairness and Utility
  7. 7 Empirical Tests
  8. 8 Wizardwick Worldview

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