3 citations · 6 across the 4 of their papers we have counts for
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cs.LG2022★ 3 cited
Active Fairness Auditing
Tom Yan, Chicheng Zhang
The fast spreading adoption of machine learning (ML) by companies across industries poses significant regulatory challenges. One such challenge is scalability: how can regulatory b…
cs.LG2022
Margin-distancing for safe model explanation
Tom Yan, Chicheng Zhang
The growing use of machine learning models in consequential settings has highlighted an important and seemingly irreconcilable tension between transparency and vulnerability to gam…