| Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure | May 23, 2024 | Data AugmentationFairness | —Unverified | 0 |
| Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias | May 23, 2024 | Fairness | —Unverified | 0 |
| A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results | May 23, 2024 | AttributeFairness | —Unverified | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| Conformal Classification with Equalized Coverage for Adaptively Selected Groups | May 23, 2024 | Fairnessvalid | CodeCode Available | 0 |
| A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics | May 22, 2024 | Dimensionality ReductionFairness | —Unverified | 0 |
| Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing | May 22, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning | May 22, 2024 | DiversityFairness | —Unverified | 0 |
| Fair Online Bilateral Trade | May 22, 2024 | Fairness | —Unverified | 0 |
| Perceptual Fairness in Image Restoration | May 22, 2024 | FairnessImage Restoration | —Unverified | 0 |
