| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 |
| Geometry-Aware Generation of Adversarial Point Clouds | Dec 24, 2019 | Adversarial AttackFairness | CodeCode Available | 0 |
| Does mitigating ML's impact disparity require treatment disparity? | Nov 19, 2017 | Decision MakingFairness | CodeCode Available | 0 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Geospatial Disparities: A Case Study on Real Estate Prices in Paris | Jan 29, 2024 | Binary ClassificationFairness | CodeCode Available | 0 |
| Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach | Nov 12, 2024 | Bias DetectionFairness | CodeCode Available | 0 |
| Mitigating Bias in RAG: Controlling the Embedder | Feb 24, 2025 | FairnessRAG | CodeCode Available | 0 |
| Mitigating Bias in Set Selection with Noisy Protected Attributes | Nov 9, 2020 | FairnessImage Retrieval | CodeCode Available | 0 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 |
| GLEE: A Unified Framework and Benchmark for Language-based Economic Environments | Oct 7, 2024 | FairnessRecommendation Systems | CodeCode Available | 0 |
| CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement | Apr 9, 2023 | FairnessIncremental Learning | CodeCode Available | 0 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 |
| ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs | Feb 19, 2024 | Data AugmentationFairness | CodeCode Available | 0 |
| Global Group Fairness in Federated Learning via Function Tracking | Mar 19, 2025 | FairnessFederated Learning | CodeCode Available | 0 |
| Time Fairness in Online Knapsack Problems | May 22, 2023 | Fairness | CodeCode Available | 0 |
| SCALES: From Fairness Principles to Constrained Decision-Making | Sep 22, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations | May 26, 2023 | counterfactualFairness | CodeCode Available | 0 |
| On Biases in a UK Biobank-based Retinal Image Classification Model | Jul 30, 2024 | Fairnessimage-classification | CodeCode Available | 0 |
| 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 |
| Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly | May 15, 2024 | Fairnessvalid | CodeCode Available | 0 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 |
| GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning | Apr 12, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning | Mar 15, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Predicting Race and Ethnicity From the Sequence of Characters in a Name | May 5, 2018 | Fairness | CodeCode Available | 0 |
| Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems | Jul 22, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
