| AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis | Apr 28, 2025 | counterfactualDiagnostic | CodeCode Available | 0 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| The Fairness Stitch: Unveiling the Potential of Model Stitching in Neural Network De-Biasing | Nov 6, 2023 | Face DetectionFairness | CodeCode Available | 0 |
| Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification | Mar 11, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous Driving | Dec 11, 2023 | AttributeAutonomous Driving | CodeCode Available | 0 |
| Null-sampling for Interpretable and Fair Representations | Aug 12, 2020 | DisentanglementFairness | CodeCode Available | 0 |
| Integral Privacy for Sampling | Jun 13, 2018 | Density EstimationFairness | CodeCode Available | 0 |
| Achieving Counterfactual Fairness with Imperfect Structural Causal Model | Mar 26, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Fair Machine Unlearning: Data Removal while Mitigating Disparities | Jul 27, 2023 | FairnessMachine Unlearning | CodeCode Available | 0 |
| Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators | Oct 23, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare | Nov 29, 2024 | FairnessKnowledge Graphs | CodeCode Available | 0 |
| Oblivious Data for Fairness with Kernels | Feb 7, 2020 | Fairness | CodeCode Available | 0 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Obtaining Dyadic Fairness by Optimal Transport | Feb 9, 2022 | FairnessLink Prediction | CodeCode Available | 0 |
| Software Engineering Principles for Fairer Systems: Experiments with GroupCART | Apr 17, 2025 | AttributeFairness | CodeCode Available | 0 |
| Offline Contextual Bandits with High Probability Fairness Guarantees | Dec 1, 2019 | FairnessMulti-Armed Bandits | CodeCode Available | 0 |
| FairMILE: Towards an Efficient Framework for Fair Graph Representation Learning | Nov 17, 2022 | FairnessGraph Embedding | CodeCode Available | 0 |
| Towards counterfactual fairness through auxiliary variables | Dec 6, 2024 | counterfactualFairness | CodeCode Available | 0 |
| The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning | Oct 12, 2024 | FairnessInformativeness | CodeCode Available | 0 |
| Fair Mixed Effects Support Vector Machine | May 10, 2024 | Fairness | CodeCode Available | 0 |
| SoK: Unintended Interactions among Machine Learning Defenses and Risks | Dec 7, 2023 | FairnessMemorization | CodeCode Available | 0 |
| DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces | Mar 11, 2021 | FairnessWord Embeddings | CodeCode Available | 0 |
| Trade-Offs Between Fairness and Privacy in Language Modeling | May 24, 2023 | Bias DetectionFairness | CodeCode Available | 0 |
| FAIRM: Learning invariant representations for algorithmic fairness and domain generalization with minimax optimality | Apr 2, 2024 | DiversityDomain Generalization | CodeCode Available | 0 |
| Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing | May 22, 2024 | Attributecounterfactual | CodeCode Available | 0 |
