| Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning | Mar 23, 2022 | AttributeFairness | —Unverified | 0 |
| Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal | Mar 23, 2022 | counterfactualFairness | —Unverified | 0 |
| On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations | Mar 23, 2022 | Face RecognitionFairness | —Unverified | 0 |
| Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization | Mar 23, 2022 | FairnessMisinformation | CodeCode Available | 0 |
| Improving the Fairness of Chest X-ray Classifiers | Mar 23, 2022 | Fairness | CodeCode Available | 1 |
| Representation Bias in Data: A Survey on Identification and Resolution Techniques | Mar 22, 2022 | Decision MakingFairness | —Unverified | 0 |
| Fair Federated Learning via Bounded Group Loss | Mar 18, 2022 | FairnessFederated Learning | —Unverified | 0 |
| To train or not to train adversarially: A study of bias mitigation strategies for speaker recognition | Mar 17, 2022 | Face RecognitionFairness | CodeCode Available | 0 |
| Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists | Mar 17, 2022 | Abuse DetectionBias Detection | CodeCode Available | 1 |
| Measuring Fairness of Text Classifiers via Prediction Sensitivity | Mar 16, 2022 | Attributecounterfactual | —Unverified | 0 |
