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Selective Classification Can Magnify Disparities Across Groups

The Stanford AI Lab Blog

Deep learning face attributes in the wild. In Proceedings of the IEEE International Conference on Computer Vision, pp. In Association for Computational Linguistics (ACL), pp. SelectiveNet: A deep neural network with an integrated reject option. Selective classification for deep neural networks.