15 citations · 37 across the 14 of their papers we have counts for
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cs.LG2021★ 1 cited
Adaptation and Generalization for Unknown Sensitive Factors of Variations
William Paul, Philippe Burlina
Assured AI in unrestricted settings is a critical problem. Our framework addresses AI assurance challenges lying at the intersection of domain adaptation, fairness, and counterfact…
cs.CR2021★ 4 cited
Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods
William Paul, Yinzhi Cao, Miaomiao Zhang +1
Machine learning (ML) models used in medical imaging diagnostics can be vulnerable to a variety of privacy attacks, including membership inference attacks, that lead to violations…