| A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning | Feb 21, 2023 | Fairness | CodeCode Available | 0 |
| A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks | Oct 10, 2024 | FairnessImage Captioning | CodeCode Available | 0 |
| Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions | Feb 8, 2022 | Fairness | CodeCode Available | 0 |
| Auditing for Spatial Fairness | Feb 23, 2023 | AttributeFairness | CodeCode Available | 0 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 |
| 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 |
| Fair Data Representation for Machine Learning at the Pareto Frontier | Jan 2, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Simultaneous Unlearning of Multiple Protected User Attributes From Variational Autoencoder Recommenders Using Adversarial Training | Oct 28, 2024 | AttributeCollaborative Filtering | CodeCode Available | 0 |
| Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning | Jan 25, 2024 | Contrastive LearningCOVID-19 Diagnosis | CodeCode Available | 0 |
| Fair Decentralized Learning | Oct 3, 2024 | Fairness | CodeCode Available | 0 |
| Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks | Nov 16, 2023 | ClassificationFairness | CodeCode Available | 0 |
| Improving Fairness of Large Language Models in Multi-document Summarization | Jun 9, 2025 | AttributeDecision Making | CodeCode Available | 0 |
| Improving Fairness using Vision-Language Driven Image Augmentation | Nov 2, 2023 | FairnessImage Augmentation | CodeCode Available | 0 |
| CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework | Jun 5, 2024 | Fairness | CodeCode Available | 0 |
| FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods | Mar 11, 2025 | Adversarial RobustnessFace Detection | CodeCode Available | 0 |
| FairDgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning | Oct 23, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
