Noisy labels as a Bias model

Noisy labels as a Bias model#

Fairness constraints for recovering from biased labels#

Blum & Stengl

Considers 3 cases:

  • more errors in the disadvantaged group than the advantaged group

  • fewer positive examples of the disadvantaged group

  • both