| Fair Decision Rules for Binary Classification | Jul 3, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis | Jul 1, 2021 | Decision MakingDialect Identification | —Unverified | 0 |
| Unaware Fairness: Hierarchical Random Forest for Protected Classes | Jun 30, 2021 | Fairness | —Unverified | 0 |
| Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions | Jun 29, 2021 | FairnessRelation | —Unverified | 0 |
| Privacy Budget Scheduling | Jun 29, 2021 | CPUFairness | CodeCode Available | 1 |
| Subgroup Generalization and Fairness of Graph Neural Networks | Jun 29, 2021 | Fairness | CodeCode Available | 0 |
| Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics | Jun 28, 2021 | Fairness | CodeCode Available | 0 |
| Improved Approximation Algorithms for Individually Fair Clustering | Jun 26, 2021 | ClusteringFairness | —Unverified | 0 |
| Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning | Jun 25, 2021 | FairnessInteractive Recommendation | —Unverified | 0 |
| Constrained Classification and Policy Learning | Jun 24, 2021 | ClassificationFairness | —Unverified | 0 |
