Unbiased Binning for Fairness-aware A ! ribute Representation
The unbiased binning problem is formulating, which seeks bucketized attributes that satisfy group parity and restricts group disparities across buckets to at most 𝐿 -biased binning, which restricts group disparities across buckets to at most 𝐿 .
Abolfazl Asudeh, Mila Asoodeh, Bita Asoodeh et al.
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