Web: http://arxiv.org/abs/2205.05265

May 12, 2022, 1:11 a.m. | Michael Carl Tschantz

cs.LG updates on arXiv.org arxiv.org

The near universal condemnation of proxy discrimination hides a disagreement
over what it is. This work surveys various notions of proxy and proxy
discrimination found in prior work and represents them in a common framework.
These notions variously turn on statistical dependencies, causal effects, and
intentions. It discusses the limitations and uses of each notation and of the
concept as a whole.

arxiv discrimination

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