fair AI high school camp

 

https://www.bloomberg.com/graphics/2023-generative-ai-bias/

Fairness AI materials

 

Fairness AI materials

https://medium.com/@docintangible/racist-data-destruction-113e3eff54a8

robert william, facial recognition victim

 

https://www.aclu.org/press-releases/man-wrongfully-arrested-because-face-recognition-cant-tell-black-people-apart

fairness in machine learing

independence

separation

sufficiency 

group fairness definitions, confusion matrix

Bias mitigation methods: preprocessing; reweighting; inprocessing; adversarial debiasing; postprocessing; reject option based classification

https://en.wikipedia.org/wiki/Fairness_(machine_learning)

https://en.wikipedia.org/wiki/Algorithmic_bias

fairness in AI