URL details: computationsociety.org/2020/07/27/max-entropy/
URL title:
Debiasing data: An efficient framework using the principle of maximum entropy – Computation and Society
URL description:
Over the last decade, increasing attention has been paid to how biased data can impact individuals from marginalized groups. A new paper published last week at the 2020 ICML conference by Elisa Celis, Vijay Keswani (Yale Statistics and Data Science), and Nisheeth Vishnoi (Yale Computer Science) provides a novel pre-processing approach for preventing adverse impacts of biases in data in downstream applications.
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