| Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems | Jun 9, 2025 | FairnessImputation | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Aligning (Medical) LLMs for (Counterfactual) Fairness | Aug 22, 2024 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| B-AVIBench: Towards Evaluating the Robustness of Large Vision-Language Model on Black-box Adversarial Visual-Instructions | Mar 14, 2024 | FairnessLanguage Modeling | CodeCode Available | 0 | 5 |
| Addressing Both Statistical and Causal Gender Fairness in NLP Models | Mar 30, 2024 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Average Individual Fairness: Algorithms, Generalization and Experiments | May 25, 2019 | ClassificationFairness | CodeCode Available | 0 | 5 |
| A Variational Approach to Privacy and Fairness | Jun 11, 2020 | FairnessRepresentation Learning | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Aligning Visual Contrastive learning models via Preference Optimization | Nov 12, 2024 | Contrastive LearningFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Fairness Explainability using Optimal Transport with Applications in Image Classification | Aug 22, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Hidden Convexity of Fair PCA and Fast Solver via Eigenvalue Optimization | Mar 1, 2025 | Dimensionality ReductionFairness | 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 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | 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 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| All Should Be Equal in the Eyes of Language Models: Counterfactually Aware Fair Text Generation | Nov 9, 2023 | AllFairness | CodeCode Available | 0 | 5 |
| Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models | Apr 12, 2024 | FairnessTabular Data Generation | CodeCode Available | 0 | 5 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models | Oct 26, 2023 | FairnessRetrieval | CodeCode Available | 0 | 5 |
| Achieving Fairness in DareFightingICE Agents Evaluation Through a Delay Mechanism | Dec 26, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning | Mar 15, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Balancing Efficiency and Fairness in On-Demand Ridesourcing | Dec 1, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Addressing Marketing Bias in Product Recommendations | Dec 4, 2019 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models | Apr 22, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 | 5 |
| Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate | Sep 7, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Expressive Monotonic Neural Networks | Jul 14, 2023 | FairnessInductive Bias | CodeCode Available | 0 | 5 |
| Addressing Missing Sources with Adversarial Support-Matching | Mar 24, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Estimating the Hessian Matrix of Ranking Objectives for Stochastic Learning to Rank with Gradient Boosted Trees | Apr 18, 2024 | FairnessLearning-To-Rank | CodeCode Available | 0 | 5 |
| ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation | Sep 14, 2019 | FairnessStyle Transfer | CodeCode Available | 0 | 5 |
| Addressing multiple metrics of group fairness in data-driven decision making | Mar 10, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| ALUE: Arabic Language Understanding Evaluation | Apr 1, 2021 | DiagnosticFairness | CodeCode Available | 0 | 5 |
| Evaluating ChatGPT-4 Vision on Brazil's National Undergraduate Computer Science Exam | Jun 14, 2024 | FairnessLogical Reasoning | CodeCode Available | 0 | 5 |
| Balancing the Scales: Reinforcement Learning for Fair Classification | Jul 15, 2024 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours | Dec 18, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Balancing Utility and Fairness in Submodular Maximization (Technical Report) | Nov 2, 2022 | Combinatorial OptimizationData Summarization | CodeCode Available | 0 | 5 |
| Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes | Oct 6, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Algorithms and Learning for Fair Portfolio Design | Jun 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions | May 12, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Exacerbating Algorithmic Bias through Fairness Attacks | Dec 16, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Automatic Feature Fairness in Recommendation via Adversaries | Sep 27, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
