| Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs | May 5, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Generative Interpretation | Aug 14, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 | 5 |
| A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning | Feb 21, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Decision-centric fairness: Evaluation and optimization for resource allocation problems | Apr 29, 2025 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems | Jul 17, 2024 | FairnessLEMMA | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models | Apr 8, 2020 | Fairnessnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | 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 |
| Equal Improvability: A New Fairness Notion Considering the Long-term Impact | Oct 13, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models | Oct 26, 2023 | FairnessRetrieval | CodeCode Available | 0 | 5 |
| Explaining Neural Networks with Reasons | May 20, 2025 | Fairness | CodeCode Available | 0 | 5 |
| GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models | Aug 29, 2024 | Bias DetectionFairness | CodeCode Available | 0 | 5 |
| DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound Propagation | May 22, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 | 5 |
| Collect, Measure, Repeat: Reliability Factors for Responsible AI Data Collection | Aug 22, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Deep Fair Clustering for Visual Learning | Jun 1, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric | Sep 26, 2022 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Grid-Aware On-Route Fast-Charging Infrastructure Planning for Battery Electric Bus with Equity Considerations: A Case Study in South King County | Sep 14, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Deep Fair Discriminative Clustering | May 28, 2021 | ClusteringDeep Clustering | CodeCode Available | 0 | 5 |
| A Sequentially Fair Mechanism for Multiple Sensitive Attributes | Sep 12, 2023 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Group Fairness in Bandit Arm Selection | Dec 9, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Group Meritocratic Fairness in Linear Contextual Bandits | Jun 7, 2022 | FairnessMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| Group-robust Machine Unlearning | Mar 12, 2025 | FairnessMachine Unlearning | CodeCode Available | 0 | 5 |
| Automated Directed Fairness Testing | Jul 2, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| A Semidefinite Relaxation Approach for Fair Graph Clustering | Oct 19, 2024 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Collapsed Language Models Promote Fairness | Oct 6, 2024 | Data AugmentationFairness | CodeCode Available | 0 | 5 |
| HAVA: Hybrid Approach to Value-Alignment through Reward Weighing for Reinforcement Learning | May 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning | Mar 7, 2024 | Domain GeneralizationFairness | CodeCode Available | 0 | 5 |
| Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics | Jul 24, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | 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 |
| DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning | Oct 10, 2022 | Causal InferenceDeep Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification | Jan 30, 2023 | Fairnesstext-classification | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities | Nov 15, 2023 | EthicsFairness | CodeCode Available | 0 | 5 |
| Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness | Feb 17, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Automatic Feature Fairness in Recommendation via Adversaries | Sep 27, 2023 | FairnessRecommendation Systems | 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 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| A Convex Framework for Fair Regression | Jun 7, 2017 | Fairnessregression | CodeCode Available | 0 | 5 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
| FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge | May 12, 2025 | Fairness | CodeCode Available | 0 | 5 |
| A Generic Framework for Conformal Fairness | May 22, 2025 | Conformal PredictionFairness | CodeCode Available | 0 | 5 |
