In this project, I used reweighing (Kamiran & Calders 2012) to mitigate bias with respect to multiple sensitive attributes in the Allstate (sex
, age
, race
, years with prior carrier
) and German datasets (sex
, age
) respectively.
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Explore how bias can be detected and mitigated in real-world datasets