Fairguard: Harness Logic-based Fairness Rules in Smart CitiesInternational Conference on Internet-of-Things Design and Implementation (IoTDI), 2023 |
Unraveling Privacy Risks of Individual Fairness in Graph Neural NetworksIEEE International Conference on Data Engineering (ICDE), 2023 |
Preserving Fairness in AI under Domain ShiftJournal of Artificial Intelligence Research (JAIR), 2023 |
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With
Smooth SensitivityConference on Fairness, Accountability and Transparency (FAccT), 2022 |
Fairness without Demographics through Adversarially Reweighted LearningNeural Information Processing Systems (NeurIPS), 2020 |