| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 | 5 |
| LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations | Nov 15, 2021 | FairnessPrediction | CodeCode Available | 0 | 5 |
| Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks | Aug 23, 2024 | AttributeDisentanglement | CodeCode Available | 0 | 5 |
| Balancing the Scales: Reinforcement Learning for Fair Classification | Jul 15, 2024 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness | Jun 14, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours | Dec 18, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Disparate Impact on Group Accuracy of Linearization for Private Inference | Feb 6, 2024 | FairnessPrivacy Preserving | CodeCode Available | 0 | 5 |
| DispaRisk: Auditing Fairness Through Usable Information | May 20, 2024 | BenchmarkingBias Detection | CodeCode Available | 0 | 5 |
| Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification | Aug 18, 2023 | FairnessNode Classification | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning | Mar 21, 2025 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement | Jul 10, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Distinguishing rule- and exemplar-based generalization in learning systems | Oct 8, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 | 5 |
| Distraction is All You Need for Fairness | Mar 15, 2022 | AllClassification | CodeCode Available | 0 | 5 |
| Loss Balancing for Fair Supervised Learning | Nov 7, 2023 | Face RecognitionFairness | CodeCode Available | 0 | 5 |
| Low-Cost Algorithmic Recourse for Users With Uncertain Cost Functions | Nov 1, 2021 | Fairness | CodeCode Available | 0 | 5 |
| LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback Loops | Aug 11, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees | Jun 15, 2018 | ClassificationFairness | CodeCode Available | 0 | 5 |
