| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 | 5 |
| Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems | Jul 2, 2023 | Fairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Are Models Biased on Text without Gender-related Language? | May 1, 2024 | FairnessSentence | CodeCode Available | 0 | 5 |
| Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques | Jan 10, 2019 | FairnessMachine Translation | CodeCode Available | 0 | 5 |
| A Fair Loss Function for Network Pruning | Nov 18, 2022 | FairnessLesion Classification | CodeCode Available | 0 | 5 |
| Equipping Federated Graph Neural Networks with Structure-aware Group Fairness | Oct 18, 2023 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Oct 11, 2022 | Cloze TestFairness | CodeCode Available | 0 | 5 |
| A Reproducibility Study of Product-side Fairness in Bundle Recommendation | Jul 18, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| A Primal-Dual Subgradient Approachfor Fair Meta Learning | Sep 26, 2020 | FairnessFew-Shot Learning | CodeCode Available | 0 | 5 |
| HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation | May 16, 2025 | BenchmarkingEthics | 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 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Ethical Considerations for Responsible Data Curation | Feb 7, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake News | Jun 19, 2023 | ArticlesFairness | CodeCode Available | 0 | 5 |
| Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges | Feb 18, 2025 | ClusteringFairness | CodeCode Available | 0 | 5 |
| A Fair Empirical Risk Minimization with Generalized Entropy | Feb 24, 2022 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive Attributes | Aug 12, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Towards Energy-Aware Federated Learning on Battery-Powered Clients | Aug 9, 2022 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters | Jan 29, 2024 | FairnessRetrieval | CodeCode Available | 0 | 5 |
| DPER: Dynamic Programming for Exist-Random Stochastic SAT | May 19, 2022 | Bayesian InferenceFairness | CodeCode Available | 0 | 5 |
| Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness | May 21, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? | Jun 22, 2021 | Deep LearningFairness | CodeCode Available | 0 | 5 |
