| FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation | Dec 21, 2024 | AttributeDenoising | CodeCode Available | 0 |
| FARA: Future-aware Ranking Algorithm for Fairness Optimization | May 26, 2023 | Exposure FairnessFairness | CodeCode Available | 0 |
| FARE: Provably Fair Representation Learning with Practical Certificates | Oct 13, 2022 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Revisiting Skin Tone Fairness in Dermatological Lesion Classification | Aug 18, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 |
| Parameter-efficient Modularised Bias Mitigation via AdapterFusion | Feb 13, 2023 | AttributeFairness | CodeCode Available | 0 |
| Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policy | Dec 5, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Achieve Fairness without Demographics for Dermatological Disease Diagnosis | Jan 16, 2024 | AttributeFairness | CodeCode Available | 0 |
| Counterfactual Fairness by Combining Factual and Counterfactual Predictions | Sep 3, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| A Confidence-Based Approach for Balancing Fairness and Accuracy | Jan 21, 2016 | Fairness | CodeCode Available | 0 |
| Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction | May 13, 2024 | Fairness | CodeCode Available | 0 |
| Synthetic Data for the Mitigation of Demographic Biases in Face Recognition | Feb 2, 2024 | Face RecognitionFairness | CodeCode Available | 0 |
| Fast Fair Regression via Efficient Approximations of Mutual Information | Feb 14, 2020 | Computational EfficiencyFairness | CodeCode Available | 0 |
| A Machine Learning System for Retaining Patients in HIV Care | Jun 1, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study | Mar 11, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility | Jun 15, 2020 | Fairness | CodeCode Available | 0 |
| Achieving Equalized Odds by Resampling Sensitive Attributes | Jun 8, 2020 | AttributeFairness | CodeCode Available | 0 |
| Scalable Ride-Sourcing Vehicle Rebalancing with Service Accessibility Guarantee: A Constrained Mean-Field Reinforcement Learning Approach | Mar 31, 2025 | Fairness | CodeCode Available | 0 |
| Counterfactual Fairness | Mar 20, 2017 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Being Right for Whose Right Reasons? | Jun 1, 2023 | Common Sense ReasoningFairness | CodeCode Available | 0 |
| Corrupting Neuron Explanations of Deep Visual Features | Oct 25, 2023 | Fairness | CodeCode Available | 0 |
| Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing | Feb 5, 2024 | AttributeClassification | CodeCode Available | 0 |
| FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems | Jul 1, 2022 | Domain AdaptationFairness | CodeCode Available | 0 |
| RISE: Robust Individualized Decision Learning with Sensitive Variables | Nov 12, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study | Sep 8, 2024 | FairnessTabular Data Generation | CodeCode Available | 0 |
| A Fair Loss Function for Network Pruning | Nov 18, 2022 | FairnessLesion Classification | CodeCode Available | 0 |
