| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Improving Fairness using Vision-Language Driven Image Augmentation | Nov 2, 2023 | FairnessImage Augmentation | CodeCode Available | 0 | 5 |
| A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications | Jan 12, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization | Nov 16, 2024 | Bayesian OptimizationFairness | 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 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Individual Fairness for k-Clustering | Feb 17, 2020 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition | Jul 21, 2023 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| A Variational Approach to Privacy and Fairness | Jun 11, 2020 | FairnessRepresentation Learning | CodeCode Available | 0 | 5 |
| Denoising individual bias for a fairer binary submatrix detection | Jul 31, 2020 | AttributeClustering | CodeCode Available | 0 | 5 |
| Average Individual Fairness: Algorithms, Generalization and Experiments | May 25, 2019 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks | Oct 30, 2023 | FairnessMath | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Information Bargaining: Bilateral Commitment in Bayesian Persuasion | Jun 6, 2025 | Fairness | 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 |
| Integral Privacy for Sampling | Jun 13, 2018 | Density EstimationFairness | CodeCode Available | 0 | 5 |
| A Convex Framework for Fair Regression | Jun 7, 2017 | Fairnessregression | CodeCode Available | 0 | 5 |
| Designing Equitable Algorithms | Feb 17, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Standardized Interpretable Fairness Measures for Continuous Risk Scores | Aug 22, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Tuning Fairness by Balancing Target Labels | Oct 12, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Avoiding Resentment Via Monotonic Fairness | Sep 3, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Intersectional Unfairness Discovery | May 31, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge | May 12, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage Professionals | Apr 1, 2025 | Fairness | CodeCode Available | 0 | 5 |
| I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data | Oct 25, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 | 5 |
| Fairness Explainability using Optimal Transport with Applications in Image Classification | Aug 22, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Is this model reliable for everyone? Testing for strong calibration | Jul 28, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models | May 24, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| A Generic Framework for Conformal Fairness | May 22, 2025 | Conformal PredictionFairness | CodeCode Available | 0 | 5 |
| It's Not You, It's Me: The Impact of Choice Models and Ranking Strategies on Gender Imbalance in Music Recommendation | Aug 22, 2024 | FairnessMusic Recommendation | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection | Dec 4, 2023 | Data AugmentationFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| KFC: Kinship Verification with Fair Contrastive Loss and Multi-Task Learning | Sep 19, 2023 | Face VerificationFairness | 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 |
| Variational Fair Clustering | Jun 19, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models | Apr 12, 2024 | FairnessTabular Data Generation | CodeCode Available | 0 | 5 |
| Closing the Gender Wage Gap: Adversarial Fairness in Job Recommendation | Sep 20, 2022 | FairnessGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Differentially Private Fair Binary Classifications | Feb 23, 2024 | Binary ClassificationFairness | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
