| MABEL: Attenuating Gender Bias using Textual Entailment Data | Oct 26, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization | Oct 26, 2022 | AttributeFairness | —Unverified | 0 |
| I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data | Oct 25, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Item-based Variational Auto-encoder for Fair Music Recommendation | Oct 24, 2022 | DiversityFairness | CodeCode Available | 1 |
| Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model | Oct 24, 2022 | Face RecognitionFace Verification | CodeCode Available | 0 |
| Simultaneous Improvement of ML Model Fairness and Performance by Identifying Bias in Data | Oct 24, 2022 | Decision MakingFairness | —Unverified | 0 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| On-Demand Sampling: Learning Optimally from Multiple Distributions | Oct 22, 2022 | FairnessFederated Learning | CodeCode Available | 0 |
| Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems | Oct 22, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Abstract Interpretation-Based Feature Importance for SVMs | Oct 22, 2022 | FairnessFeature Importance | —Unverified | 0 |
