| Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence | Dec 29, 2021 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves | Dec 29, 2021 | Fairness | —Unverified | 0 |
| Private Private Information | Dec 29, 2021 | Causal InferenceFairness | —Unverified | 0 |
| Socially-Optimal Mechanism Design for Incentivized Online Learning | Dec 29, 2021 | Decision MakingEdge-computing | —Unverified | 0 |
| Online Allocation Problem with Two-sided Resource Constraints | Dec 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification | Dec 25, 2021 | Fairness | CodeCode Available | 0 |
| Forward Composition Propagation for Explainable Neural Reasoning | Dec 23, 2021 | Bias DetectionFairness | CodeCode Available | 0 |
| Modeling Implicit Bias with Fuzzy Cognitive Maps | Dec 23, 2021 | Fairness | CodeCode Available | 0 |
| Simple and near-optimal algorithms for hidden stratification and multi-group learning | Dec 22, 2021 | Fairness | —Unverified | 0 |
| Testing Relative Fairness in Human Decisions With Machine Learning | Dec 21, 2021 | Decision MakingFairness | CodeCode Available | 0 |
