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Found 2 papers, 1 papers with code
Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information
Mitigating social biases typically requires identifying the social groups associated with each data sample.
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection
In this work, we propose Iterative Gradient-Based Projection (IGBP), a novel method for removing non-linear encoded concepts from neural representations.
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