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Fairness
Can Active Learning Preemptively Mitigate Fairness Issues?
Dataset bias is one of the prevailing causes of unfairness in machine learning. Addressing fairness at the data collection and dataset …
Frédéric Branchaud-Charron
,
Parmida Atighhehchian
,
Pau Rodriguez
,
Grace Abuhamad
,
Alexandre Lacoste
Workshop at the International Conference on Learning Representations (ICLR), 2022.
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