| Gender Biases in Automatic Evaluation Metrics for Image Captioning | May 24, 2023 | FairnessImage Captioning | CodeCode Available | 0 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 |
| POTs: Protective Optimization Technologies | Jun 7, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 |
| Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods | May 2, 2025 | Fairness | CodeCode Available | 0 |
| Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks | Sep 13, 2022 | FairnessNode Classification | CodeCode Available | 0 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 |
| X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation | Jun 25, 2024 | Fairness | CodeCode Available | 0 |
| Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition | Mar 28, 2023 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 0 |
| Metrizing Fairness | May 30, 2022 | Fairness | CodeCode Available | 0 |
| Classification with abstention but without disparities | Feb 24, 2021 | ClassificationFairness | CodeCode Available | 0 |
| "Thy algorithm shalt not bear false witness": An Evaluation of Multiclass Debiasing Methods on Word Embeddings | Oct 30, 2020 | FairnessWord Embeddings | CodeCode Available | 0 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 |
| Power of Explanations: Towards automatic debiasing in hate speech detection | Sep 7, 2022 | FairnessHate Speech Detection | CodeCode Available | 0 |
| Scalable and Provably Fair Exposure Control for Large-Scale Recommender Systems | Feb 22, 2024 | Collaborative FilteringExposure Fairness | CodeCode Available | 0 |
| Wireless Link Scheduling with State-Augmented Graph Neural Networks | May 12, 2025 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models | Apr 22, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 |
| Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors | Jan 21, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| General Frameworks for Conditional Two-Sample Testing | Oct 22, 2024 | Domain AdaptationFairness | CodeCode Available | 0 |
| Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture Search | Aug 27, 2023 | Efficient Neural NetworkFairness | CodeCode Available | 0 |
| Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information | Oct 19, 2022 | Fairness | CodeCode Available | 0 |
| Generalized Demographic Parity for Group Fairness | Sep 29, 2021 | AttributeFairness | CodeCode Available | 0 |
| Generalized Disparate Impact for Configurable Fairness Solutions in ML | May 29, 2023 | Fairness | CodeCode Available | 0 |
| Minimax AUC Fairness: Efficient Algorithm with Provable Convergence | Aug 22, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 |
