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KDD TransFAT - Translating Fairness, Accountability, and Transparency - Julia Stoyanovich

KDD TransFAT - Translating Fairness, Accountability, and Transparency - Julia Stoyanovich

Association for Computing Machinery (ACM) via YouTube Direct link

Intro

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Intro

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KDD TransFAT - Translating Fairness, Accountability, and Transparency - Julia Stoyanovich

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  1. 1 Intro
  2. 2 The promise of Al
  3. 3 Automated hiring systems
  4. 4 Do these tools work?
  5. 5 Automated Decision Systems (ADS)
  6. 6 Blas in computer systems
  7. 7 Data equity to the rescue!
  8. 8 Diverse balanced ranking
  9. 9 Model development lifecycle
  10. 10 Interpretability to buid trust
  11. 11 Education: technical students

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