| Benchmarking Intersectional Biases in NLP | Jul 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| You Only Debias Once: Towards Flexible Accuracy-Fairness Trade-offs at Inference Time | Mar 10, 2025 | Fairness | CodeCode Available | 0 |
| Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization's Impact on ML Fairness | May 12, 2025 | Fairness | CodeCode Available | 0 |
| Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning | Oct 9, 2024 | BenchmarkingFairness | CodeCode Available | 0 |
| Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge | Apr 10, 2025 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| Fairness in Recommender Systems: Research Landscape and Future Directions | May 23, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation | Nov 26, 2019 | Activity RecognitionAttribute | CodeCode Available | 0 |
| LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations | Nov 15, 2021 | FairnessPrediction | CodeCode Available | 0 |
| Size-adaptive Hypothesis Testing for Fairness | Jun 12, 2025 | Fairness | CodeCode Available | 0 |
| Superhuman Fairness | Jan 31, 2023 | FairnessImitation Learning | CodeCode Available | 0 |
| AdaFair: Cumulative Fairness Adaptive Boosting | Sep 17, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Supervised machine learning for microbiomics: bridging the gap between current and best practices | Feb 27, 2024 | ArticlesExperimental Design | CodeCode Available | 0 |
| 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 |
| Optimal Transport of Classifiers to Fairness | Feb 8, 2022 | Fairness | CodeCode Available | 0 |
| Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport | Jan 26, 2025 | counterfactualFairness | CodeCode Available | 0 |
| Coverage-based Fairness in Multi-document Summarization | Dec 11, 2024 | AttributeDocument Summarization | CodeCode Available | 0 |
| FairProof : Confidential and Certifiable Fairness for Neural Networks | Feb 19, 2024 | Fairness | CodeCode Available | 0 |
| LITE: LLM-Impelled efficient Taxonomy Evaluation | Apr 2, 2025 | Fairness | CodeCode Available | 0 |
| Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation | May 29, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and Vulnerabilities | May 8, 2025 | FairnessQuantization | CodeCode Available | 0 |
| Optimisation Strategies for Ensuring Fairness in Machine Learning: With and Without Demographics | Nov 13, 2024 | Fairness | CodeCode Available | 0 |
| Optimising Equal Opportunity Fairness in Model Training | May 5, 2022 | Fairnessmodel | CodeCode Available | 0 |
| A Critic Evaluation of Methods for COVID-19 Automatic Detection from X-Ray Images | Apr 27, 2020 | COVID-19 DiagnosisFairness | CodeCode Available | 0 |
| An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 | Mar 5, 2024 | FairnessLanguage Modeling | CodeCode Available | 0 |
| LLMs as Educational Analysts: Transforming Multimodal Data Traces into Actionable Reading Assessment Reports | Mar 3, 2025 | FairnessLanguage Modeling | CodeCode Available | 0 |
