| Self Reward Design with Fine-grained Interpretability | Dec 30, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Distributionally Robust Survival Analysis: A Novel Fairness Loss Without Demographics | Nov 18, 2022 | FairnessSurvival Analysis | CodeCode Available | 0 |
| Centralized Selection with Preferences in the Presence of Biases | Sep 7, 2024 | Fairness | CodeCode Available | 0 |
| HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation | May 16, 2025 | BenchmarkingEthics | CodeCode Available | 0 |
| Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes | May 6, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| A Reproducibility Study of Product-side Fairness in Bundle Recommendation | Jul 18, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging | Feb 3, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Censoring Representations with an Adversary | Nov 18, 2015 | Fairness | CodeCode Available | 0 |
| Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health | Feb 23, 2025 | BenchmarkingFairness | CodeCode Available | 0 |
| AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias | Oct 3, 2018 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Are Pretrained Multilingual Models Equally Fair Across Languages? | Oct 11, 2022 | Cloze TestFairness | CodeCode Available | 0 |
| How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis | Jun 1, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Explainable Global Fairness Verification of Tree-Based Classifiers | Sep 27, 2022 | Fairness | CodeCode Available | 0 |
| Distributional Individual Fairness in Clustering | Jun 22, 2020 | ClusteringFairness | CodeCode Available | 0 |
| Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts | Dec 3, 2022 | FairnessText Generation | CodeCode Available | 0 |
| How Do Fair Decisions Fare in Long-term Qualification? | Oct 21, 2020 | Decision MakingFairness | CodeCode Available | 0 |
| PrivFair: a Library for Privacy-Preserving Fairness Auditing | Feb 8, 2022 | FairnessPrivacy Preserving | CodeCode Available | 0 |
| Semantic Scheduling for LLM Inference | Jun 13, 2025 | FairnessManagement | CodeCode Available | 0 |
| Explaining Bias in Deep Face Recognition via Image Characteristics | Aug 23, 2022 | AttributeFace Recognition | CodeCode Available | 0 |
| Explaining Explanations: An Overview of Interpretability of Machine Learning | May 31, 2018 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees | Jun 22, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination | Mar 28, 2025 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| Unsupervised bias discovery in medical image segmentation | Sep 1, 2023 | FairnessImage Segmentation | CodeCode Available | 0 |
| Explaining Neural Networks with Reasons | May 20, 2025 | Fairness | CodeCode Available | 0 |
