Accuracy
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LEACE: Perfect linear concept erasure in closed form
Concept erasure aims to remove specified features from a representation. It can improve fairness (e.g.
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Dream the Impossible: Outlier Imagination with Diffusion Models
Automating outlier data generation has thus been a long-desired alternative.
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Adapting Fairness Interventions to Missing Values
Missing values in real-world data pose a significant and unique challenge to algorithmic fairness.
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