| Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness | Sep 10, 2021 | AttributeClassification | CodeCode Available | 0 |
| Fair Compensation | Sep 9, 2021 | Fairness | —Unverified | 0 |
| Feature-based Individual Fairness in k-Clustering | Sep 9, 2021 | ClusteringFairness | —Unverified | 0 |
| Gradual (In)Compatibility of Fairness Criteria | Sep 9, 2021 | Fairness | CodeCode Available | 0 |
| A Systematic Approach to Group Fairness in Automated Decision Making | Sep 9, 2021 | Decision MakingFairness | —Unverified | 0 |
| On Characterizing the Trade-off in Invariant Representation Learning | Sep 8, 2021 | AttributeDomain Adaptation | CodeCode Available | 0 |
| Attributing Fair Decisions with Attention Interventions | Sep 8, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Sustainable Modular Debiasing of Language Models | Sep 8, 2021 | FairnessLanguage Modeling | —Unverified | 0 |
| Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud | Sep 7, 2021 | Bias DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Learning-Based Downlink Power Allocation in Cell-Free Massive MIMO Systems | Sep 7, 2021 | Fairness | CodeCode Available | 1 |
