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Sensitive attribute estimation on COMPAS

Sensitive attribute estimation on COMPAS

0.62AUCEM algorithm

Updated 6mo ago

Evaluation results

Method	Links
EM algorithm2026.04		0.62
FairWS2026.04		0.58

State-of-the-art paper

EM algorithm

Fairness Constraints in High-Dimensional Generalized Linear Models

Dataset

COMPAS

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Related benchmarks

Classification on Adult (ACC, ΔEO, ΔDP, MD)Classification on COMPAS (ACC, EO Disparity, DP Disparity, MD Disparity)Sensitive attribute estimation on Arrhythmia

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