Search Results for author: George Z. Wei

Found 2 papers, 1 papers with code

Robustness Disparities in Face Detection

2 code implementations29 Nov 2022 Samuel Dooley, George Z. Wei, Tom Goldstein, John P. Dickerson

Many existing algorithmic audits examine the performance of these systems on later stage elements of facial analysis systems like facial recognition and age, emotion, or perceived gender prediction; however, a core component to these systems has been vastly understudied from a fairness perspective: face detection, sometimes called face localization.

Face Detection Fairness +1

Are Commercial Face Detection Models as Biased as Academic Models?

no code implementations25 Jan 2022 Samuel Dooley, George Z. Wei, Tom Goldstein, John P. Dickerson

When we compare the size of these disparities to that of commercial models, we conclude that commercial models - in contrast to their relatively larger development budget and industry-level fairness commitments - are always as biased or more biased than an academic model.

Face Detection Fairness

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