OnLearningFairnessandAccuracyonMultiple Subgroups

Neural Information Processing Systems 

In the upper-level, the fair predictor is updated to beclose toallsubgroup specific predictors. Wefurther provethat such abilevel objective can effectively control the group sufficiency and generalization error.

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