Addressing Algorithmic Bias

Addressing Algorithmic Bias

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Outro

17 of 17

17 of 17

Outro

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Addressing Algorithmic Bias

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  1. 1 Intro
  2. 2 Heuristics & biases
  3. 3 The cognitive bias codex
  4. 4 Algorithmic bias
  5. 5 Examples
  6. 6 Where does bias enter the algorithms?
  7. 7 Fair algorithms
  8. 8 Analysing trade-offs when choosing who to protect from algorithmic bias
  9. 9 Protecting groups, protecting individuals
  10. 10 Accuracy is fairness
  11. 11 Combating bias in algorithms
  12. 12 Screening algorithms for bias
  13. 13 What can we control?
  14. 14 Algorithmic auditing
  15. 15 Challenges with addressing algorithmic bias
  16. 16 Mitigating algorithmic bias
  17. 17 Outro

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