| Exploring Multilingual Text Data Distillation | Aug 9, 2023 | Dataset DistillationFairness | CodeCode Available | 0 |
| Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection | Nov 17, 2024 | Bayesian OptimizationFairness | CodeCode Available | 0 |
| Causal Modeling for Fairness in Dynamical Systems | Sep 18, 2019 | Fairness | CodeCode Available | 0 |
| Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning | Jul 13, 2022 | Fairness | CodeCode Available | 0 |
| Exploring Social Choice Mechanisms for Recommendation Fairness in SCRUF | Sep 10, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Distraction is All You Need for Fairness | Mar 15, 2022 | AllClassification | CodeCode Available | 0 |
| Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness | Feb 17, 2022 | Fairness | CodeCode Available | 0 |
| Human-in-the-loop Fairness: Integrating Stakeholder Feedback to Incorporate Fairness Perspectives in Responsible AI | Dec 13, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation | Jul 23, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Multiaccuracy: Black-Box Post-Processing for Fairness in Classification | May 31, 2018 | ClassificationFairness | CodeCode Available | 0 |
| Causally motivated Shortcut Removal Using Auxiliary Labels | May 13, 2021 | Causal InferenceDisentanglement | CodeCode Available | 0 |
| Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics | Dec 17, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Human-Guided Fair Classification for Natural Language Processing | Dec 20, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Verifying Tree Ensembles by Reasoning about Potential Instances | Jan 31, 2020 | AttributeFairness | CodeCode Available | 0 |
| Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach | Jun 19, 2024 | Dynamic graph embeddingFairness | CodeCode Available | 0 |
| Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions | May 12, 2024 | Fairness | CodeCode Available | 0 |
| Expressive Monotonic Neural Networks | Jul 14, 2023 | FairnessInductive Bias | CodeCode Available | 0 |
| Automatic Feature Fairness in Recommendation via Adversaries | Sep 27, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Multi-agent Multi-armed Bandits with Minimum Reward Guarantee Fairness | Feb 21, 2025 | FairnessMulti-Armed Bandits | CodeCode Available | 0 |
| Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness | Oct 30, 2023 | counterfactualFairness | CodeCode Available | 0 |
| hyperFA*IR: A hypergeometric approach to fair rankings with finite candidate pool | Jun 17, 2025 | Fairness | CodeCode Available | 0 |
| Distinguishing rule- and exemplar-based generalization in learning systems | Oct 8, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Shapelet-Based Counterfactual Explanations for Multivariate Time Series | Aug 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and Models | Feb 16, 2025 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 0 |
| Are Models Biased on Text without Gender-related Language? | May 1, 2024 | FairnessSentence | CodeCode Available | 0 |
