| Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists | Mar 17, 2022 | Abuse DetectionBias Detection | CodeCode Available | 1 |
| FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing | Mar 14, 2022 | Fairness | CodeCode Available | 1 |
| Towards Equal Opportunity Fairness through Adversarial Learning | Mar 12, 2022 | Fairness | CodeCode Available | 1 |
| CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization | Mar 10, 2022 | FairnessFederated Learning | CodeCode Available | 1 |
| Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers | Mar 9, 2022 | Fairness | CodeCode Available | 1 |
| Learning Resilient Radio Resource Management Policies with Graph Neural Networks | Mar 7, 2022 | FairnessGraph Neural Network | CodeCode Available | 1 |
| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning | Mar 3, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Self-Conditioned Generative Adversarial Networks for Image Editing | Feb 8, 2022 | Fairness | CodeCode Available | 1 |
| Proportional Fairness in Federated Learning | Feb 3, 2022 | FairnessFederated Learning | CodeCode Available | 1 |
| Achieving Fairness at No Utility Cost via Data Reweighing with Influence | Feb 1, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
