40 citations · 169 across the 9 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 1 cited
Transparency Tools for Fairness in AI (Luskin)
Mingliang Chen, Aria Shahverdi, Sarah Anderson +5
We propose new tools for policy-makers to use when assessing and correcting fairness and bias in AI algorithms. The three tools are: - A new definition of fairness called "controll…
cs.LG2020★ 4 cited
Towards Threshold Invariant Fair Classification
Mingliang Chen, Min Wu
Effective machine learning models can automatically learn useful information from a large quantity of data and provide decisions in a high accuracy. These models may, however, lead…