| Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers | Feb 9, 2022 | counterfactualFairness | —Unverified | 0 |
| Obtaining Dyadic Fairness by Optimal Transport | Feb 9, 2022 | FairnessLink Prediction | CodeCode Available | 0 |
| An Exploration of Multicalibration Uniform Convergence Bounds | Feb 9, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Designing Closed Human-in-the-loop Deferral Pipelines | Feb 9, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions | Feb 8, 2022 | Fairness | CodeCode Available | 0 |
| Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers | Feb 8, 2022 | Fairness | —Unverified | 0 |
| PrivFair: a Library for Privacy-Preserving Fairness Auditing | Feb 8, 2022 | FairnessPrivacy Preserving | CodeCode Available | 0 |
| Optimal Transport of Classifiers to Fairness | Feb 8, 2022 | Fairness | CodeCode Available | 0 |
| FMP: Toward Fair Graph Message Passing against Topology Bias | Feb 8, 2022 | Contrastive LearningFairness | —Unverified | 0 |
| Fair SA: Sensitivity Analysis for Fairness in Face Recognition | Feb 8, 2022 | Face RecognitionFairness | —Unverified | 0 |
