Yaghini, Mohammad

6 publications

ICML 2025 Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings Angéline Pouget, Mohammad Yaghini, Stephan Rabanser, Nicolas Papernot

NeurIPSW 2023 Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot

NeurIPSW 2023 Regulation Games for Trustworthy Machine Learning Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot

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

ICLR 2021 Dataset Inference: Ownership Resolution in Machine Learning Pratyush Maini, Mohammad Yaghini, Nicolas Papernot

AAAI 2018 Non-Discriminatory Machine Learning Through Convex Fairness Criteria Naman Goel, Mohammad Yaghini, Boi Faltings