| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Coresets for Clustering with Fairness Constraints | Jun 20, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 | 5 |
| 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 |
| Compositional Fairness Constraints for Graph Embeddings | May 25, 2019 | FairnessGraph Embedding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Counterfactual Fairness | Mar 20, 2017 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 | 5 |
| Counterfactual Fairness by Combining Factual and Counterfactual Predictions | Sep 3, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 | 5 |
| Explaining Explanations: An Overview of Interpretability of Machine Learning | May 31, 2018 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning | Dec 14, 2024 | Fairnessgraph partitioning | CodeCode Available | 0 | 5 |
| Composing Agents to Minimize Worst-case Risk | Jun 5, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research | Oct 4, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Fair In-Context Learning via Latent Concept Variables | Nov 4, 2024 | Data AugmentationFairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning | May 3, 2025 | AttributeFace Recognition | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Policy-Gradient Training of Fair and Unbiased Ranking Functions | Nov 19, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias | Oct 3, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| Counterfactual Generative Models for Time-Varying Treatments | May 25, 2023 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | 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 |
| Counterfactually Fair Prediction Using Multiple Causal Models | Oct 1, 2018 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Fair Mixed Effects Support Vector Machine | May 10, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Counterfactually Fair Representation | Nov 9, 2023 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Adaptive Bounded Exploration and Intermediate Actions for Data Debiasing | Apr 10, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Fairness-Accuracy Trade-Offs: A Causal Perspective | May 24, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Counterfactual Risk Assessments, Evaluation, and Fairness | Aug 30, 2019 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Counterfactual Situation Testing: From Single to Multidimensional Discrimination | Feb 3, 2025 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference | Feb 23, 2023 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation | May 29, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Adaptive Data Debiasing through Bounded Exploration | Oct 25, 2021 | Fairness | CodeCode Available | 0 | 5 |
| Fairness and Privacy in Federated Learning and Their Implications in Healthcare | Aug 15, 2023 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Coverage-based Fairness in Multi-document Summarization | Dec 11, 2024 | AttributeDocument Summarization | CodeCode Available | 0 | 5 |
| COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism | Mar 18, 2024 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 0 | 5 |
| Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds | Jun 4, 2019 | FairnessSensitivity | 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 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds | Dec 1, 2019 | FairnessSensitivity | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
