| Auditing and Enforcing Conditional Fairness via Optimal Transport | Oct 17, 2024 | Fairness | —Unverified | 0 |
| FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation | Oct 17, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| Pessimistic Evaluation | Oct 17, 2024 | FairnessInformation Retrieval | —Unverified | 0 |
| debiaSAE: Benchmarking and Mitigating Vision-Language Model Bias | Oct 17, 2024 | BenchmarkingBias Detection | CodeCode Available | 0 |
| Fairness-Enhancing Ensemble Classification in Water Distribution Networks | Oct 17, 2024 | ClassificationFairness | CodeCode Available | 0 |
| The Disparate Benefits of Deep Ensembles | Oct 17, 2024 | DiversityFairness | CodeCode Available | 0 |
| A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes | Oct 17, 2024 | FairnessModel Selection | CodeCode Available | 0 |
| First-Person Fairness in Chatbots | Oct 16, 2024 | Chatbotcounterfactual | —Unverified | 0 |
| Advancing Fairness in Natural Language Processing: From Traditional Methods to Explainability | Oct 16, 2024 | FairnessSentiment Analysis | —Unverified | 0 |
| Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights | Oct 16, 2024 | ClusteringData Summarization | —Unverified | 0 |
