| DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces | Mar 11, 2021 | FairnessWord Embeddings | CodeCode Available | 0 |
| FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders | Mar 11, 2021 | Contrastive LearningFairness | —Unverified | 0 |
| Wasserstein Robust Classification with Fairness Constraints | Mar 11, 2021 | AttributeClassification | —Unverified | 0 |
| Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance | Mar 10, 2021 | Data AugmentationFairness | —Unverified | 0 |
| Constrained Learning with Non-Convex Losses | Mar 8, 2021 | Adversarial RobustnessFairness | —Unverified | 0 |
| A Study on Fairness and Trust Perceptions in Automated Decision Making | Mar 8, 2021 | Decision MakingFairness | —Unverified | 0 |
| Estimating and Improving Fairness with Adversarial Learning | Mar 7, 2021 | Deep LearningFairness | CodeCode Available | 0 |
| Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show | Mar 6, 2021 | FairnessPrediction | —Unverified | 0 |
| Measuring Model Biases in the Absence of Ground Truth | Mar 5, 2021 | Fairnessimage-classification | —Unverified | 0 |
| Revisiting Priority k-Center: Fairness and Outliers | Mar 4, 2021 | ClusteringFairness | —Unverified | 0 |
