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cs.LG2026
Fairness-Aware Mixture-of-Experts via Subgroup Reweighting and Gate Regularization
Sunhee Hwang
Deep learning models often produce performance disparities across demographic groups, due to the training data imbalance with respect to sensitive attributes such as gender or age.…
cs.LG2020★ 9 cited
README: REpresentation learning by fairness-Aware Disentangling MEthod
Sungho Park, Dohyung Kim, Sunhee Hwang +1
Fair representation learning aims to encode invariant representation with respect to the protected attribute, such as gender or age. In this paper, we design Fairness-aware Disenta…