| Probabilistic Verification of Neural Networks Against Group Fairness | Jul 18, 2021 | Fairness | —Unverified | 0 |
| FairBalance: How to Achieve Equalized Odds With Data Pre-processing | Jul 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling | Jul 17, 2021 | Deep LearningFairness | —Unverified | 0 |
| Measuring Fairness in Generative Models | Jul 16, 2021 | Fairness | CodeCode Available | 0 |
| Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization | Jul 16, 2021 | Fairness | —Unverified | 0 |
| Two-Sided Matching Meets Fair Division | Jul 15, 2021 | FairnessVocal Bursts Valence Prediction | —Unverified | 0 |
| DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections | Jul 15, 2021 | AttributeDiversity | —Unverified | 0 |
| On the impossibility of non-trivial accuracy under fairness constraints | Jul 14, 2021 | Fairness | —Unverified | 0 |
| Fairness-aware Summarization for Justified Decision-Making | Jul 13, 2021 | Data PoisoningDecision Making | —Unverified | 0 |
| Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial | Jul 13, 2021 | FairnessInformativeness | CodeCode Available | 0 |
