8 citations · 18 across the 9 of their papers we have counts for
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cs.LG2023★ 1 cited
Group Fairness with Uncertainty in Sensitive Attributes
Abhin Shah, Maohao Shen, Jongha Jon Ryu +4
Learning a fair predictive model is crucial to mitigate biased decisions against minority groups in high-stakes applications. A common approach to learn such a model involves solvi…
cs.LG2019★ 3 cited
Learning with Succinct Common Representation Based on Wyner's Common Information
J. Jon Ryu, Yoojin Choi, Young-Han Kim +2
A new bimodal generative model is proposed for generating conditional and joint samples, accompanied with a training method with learning a succinct bottleneck representation. The…