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Models and Mechanisms for Fairness in Location Data Processing. (arXiv:2204.01880v1 [cs.DB])
April 6, 2022, 1:11 a.m. | Sina Shaham, Gabriel Ghinita, Cyrus Shahabi
cs.LG updates on arXiv.org arxiv.org
Location data use has become pervasive in the last decade due to the advent
of mobile apps, as well as novel areas such as smart health, smart cities, etc.
At the same time, significant concerns have surfaced with respect to fairness
in data processing. Individuals from certain population segments may be
unfairly treated when being considered for loan or job applications, access to
public resources, or other types of services. In the case of location data,
fairness is an important …
More from arxiv.org / cs.LG updates on arXiv.org
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