| Improving Fairness in Image Classification via Sketching | Oct 31, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Differentially Private Post-Processing for Fair Regression | May 7, 2024 | Density EstimationFairness | CodeCode Available | 0 |
| Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery | Nov 16, 2022 | AttributeContrastive Learning | CodeCode Available | 0 |
| Fair Correlation Clustering | Feb 6, 2020 | ClusteringCombinatorial Optimization | CodeCode Available | 0 |
| Towards Understanding Fairness and its Composition in Ensemble Machine Learning | Dec 8, 2022 | Fairness | CodeCode Available | 0 |
| Auditing Fairness under Unobserved Confounding | Mar 18, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits | Feb 8, 2024 | AttributeExposure Fairness | CodeCode Available | 0 |
| Federated Learning with Convex Global and Local Constraints | Oct 16, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control | Nov 10, 2022 | AttributeFairness | CodeCode Available | 0 |
| Improving fairness in speaker verification via Group-adapted Fusion Network | Feb 23, 2022 | FairnessSpeaker Recognition | CodeCode Available | 0 |
