Discovering Fair Representations in the Data Domain

Published in CVPR, 2019

What if we make the learned representation space constrained to be that of the input space?

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Bibtex:

@InProceedings{QuaShaTho_CVPR_2019,
    author    = {Quadrianto, Novi and 
                 Sharmanska, Viktoriia and 
                 Thomas, Oliver},
    title     = {Discovering Fair Representations in the Data Domain},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2019}
}
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