| Model Compression Techniques in Biometrics Applications: A Survey | Jan 18, 2024 | FairnessKnowledge Distillation | CodeCode Available | 0 |
| A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models | Jan 8, 2024 | Fairnessimage-classification | CodeCode Available | 0 |
| Certifying Fairness of Probabilistic Circuits | Dec 5, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Evolutionary instability of selfish learning in repeated games | May 13, 2021 | Fairness | CodeCode Available | 0 |
| Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives | Mar 27, 2024 | Fairnessimbalanced classification | CodeCode Available | 0 |
| Feature Importance Disparities for Data Bias Investigations | Mar 3, 2023 | AttributeFairness | CodeCode Available | 0 |
| Exacerbating Algorithmic Bias through Fairness Attacks | Dec 16, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 |
| Diverse Weighted Bipartite b-Matching | Feb 23, 2017 | DiversityFairness | CodeCode Available | 0 |
| Distribution-aware Fairness Test Generation | May 8, 2023 | Autonomous DrivingFairness | CodeCode Available | 0 |
| Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis? | Aug 9, 2023 | Fairness | CodeCode Available | 0 |
| Heterophily-Aware Fair Recommendation using Graph Convolutional Networks | Jan 31, 2024 | FairnessRecommendation Systems | CodeCode Available | 0 |
| HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning | Mar 7, 2024 | Domain GeneralizationFairness | CodeCode Available | 0 |
| Hidden Author Bias in Book Recommendation | Sep 1, 2022 | Collaborative FilteringFairness | CodeCode Available | 0 |
| Selective Regression Under Fairness Criteria | Oct 28, 2021 | FairnessPrediction | CodeCode Available | 0 |
| Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics | Jul 24, 2024 | AttributeFairness | CodeCode Available | 0 |
| Modeling Implicit Bias with Fuzzy Cognitive Maps | Dec 23, 2021 | Fairness | CodeCode Available | 0 |
| Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective | Feb 2, 2025 | FairnessImage Segmentation | CodeCode Available | 0 |
| AIM: Attributing, Interpreting, Mitigating Data Unfairness | Jun 13, 2024 | Fairness | CodeCode Available | 0 |
| Distributional Off-Policy Evaluation for Slate Recommendations | Aug 27, 2023 | FairnessOff-policy evaluation | CodeCode Available | 0 |
| Adjusting for Bias with Procedural Data | Apr 3, 2022 | FairnessRepresentation Learning | CodeCode Available | 0 |
| TexShape: Information Theoretic Sentence Embedding for Language Models | Feb 5, 2024 | Data CompressionFairness | CodeCode Available | 0 |
| Toward Fair Federated Learning under Demographic Disparities and Data Imbalance | May 14, 2025 | FairnessFederated Learning | CodeCode Available | 0 |
| Towards Return Parity in Markov Decision Processes | Nov 19, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Self-Paced Deep Regression Forests with Consideration of Ranking Fairness | Dec 13, 2021 | Age EstimationFairness | CodeCode Available | 0 |
| Towards Reward Fairness in RLHF: From a Resource Allocation Perspective | May 29, 2025 | Fairnessreinforcement-learning | CodeCode Available | 0 |
