Publications

Sierra Wyllie, Ilia Shumailov, Nicolas Papernot (2024). Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias. In FAccT'24.

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Ali Shahin Shamsabadi, Sierra Wyllie, Nicholas Franzese, Natalie Dullerud, Sébastien Gambs, Nicolas Papernot, Xiao Wang, Adrian Weller (2023). Confidential-PROFITT: Confidential PROof of FaIr Training of Trees. In ICLR'23.

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Ali Shahin Shamsabadi, Mohammad Yaghini, Natalie Dullerud, Sierra Wyllie, Ulrich Aïvodji, Aisha Alaagib, Sébastien Gambs, Nicolas Papernot (2022). Washing The Unwashable : On The (Im)possibility of Fairwashing Detection. In NeurIPS'22.

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