Directional Bias Amplication
Angelina Wang and Olga Russakovsky
Princeton University
Abstract correspondingly, a plethora of new algorithms and metrics
are being proposed (see e.g., Mehrabi et al. (2019) for a sur-
Mitigating bias in machine learning systems vey). The analytic gatekeepers of the systems often take the
requires rening our understanding of bias form of f ...


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