| The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning | Jun 20, 2022 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures | Jun 20, 2022 | AttributeFairness | CodeCode Available | 0 |
| Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold | Jun 20, 2022 | Computational EfficiencyFairness | —Unverified | 0 |
| Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services | Jun 20, 2022 | Edge-computingFairness | —Unverified | 0 |
| Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models | Jun 20, 2022 | Fairnessregression | —Unverified | 0 |
| Multiple Fairness and Cardinality constraints for Students-Topics Grouping Problem | Jun 20, 2022 | AttributeDiversity | —Unverified | 0 |
| Fairness-aware Model-agnostic Positive and Unlabeled Learning | Jun 19, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| Adversarial Scrutiny of Evidentiary Statistical Software | Jun 19, 2022 | Fairness | —Unverified | 0 |
| Fair Generalized Linear Models with a Convex Penalty | Jun 18, 2022 | Binary ClassificationFairness | CodeCode Available | 0 |
| Motley: Benchmarking Heterogeneity and Personalization in Federated Learning | Jun 18, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
