| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Achieving Counterfactual Fairness with Imperfect Structural Causal Model | Mar 26, 2023 | counterfactualCounterfactual Inference | 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 the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems | Feb 1, 2024 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication System | Oct 2, 2022 | FairnessGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Can Information Flows Suggest Targets for Interventions in Neural Circuits? | Nov 9, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| General Frameworks for Conditional Two-Sample Testing | Oct 22, 2024 | Domain AdaptationFairness | CodeCode Available | 0 | 5 |
| Generalized Disparate Impact for Configurable Fairness Solutions in ML | May 29, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Auditing for Spatial Fairness | Feb 23, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| Auditing Fairness under Unobserved Confounding | Mar 18, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial | Jul 13, 2021 | FairnessInformativeness | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Auditing Fairness by Betting | May 27, 2023 | Fairnessvalid | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models | Aug 29, 2024 | Bias DetectionFairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Fair-SSL: Building fair ML Software with less data | Nov 3, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
