| Fair treatment allocations in social networks | Nov 1, 2019 | Fairness | —Unverified | 0 |
| Learning Fairness in Multi-Agent Systems | Oct 31, 2019 | FairnessHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Methodological Blind Spots in Machine Learning Fairness: Lessons from the Philosophy of Science and Computer Science | Oct 31, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fault Tolerance of Neural Networks in Adversarial Settings | Oct 30, 2019 | Adversarial RobustnessFairness | —Unverified | 0 |
| DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning | Oct 30, 2019 | Fairnessreinforcement-learning | —Unverified | 0 |
| What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers | Oct 30, 2019 | Fairness | —Unverified | 0 |
| Learning Fair and Interpretable Representations via Linear Orthogonalization | Oct 28, 2019 | Fairness | CodeCode Available | 0 |
| Toward a better trade-off between performance and fairness with kernel-based distribution matching | Oct 25, 2019 | Fairness | —Unverified | 0 |
| Fairness Sample Complexity and the Case for Human Intervention | Oct 24, 2019 | Fairness | —Unverified | 0 |
| An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision | Oct 22, 2019 | FairnessMetric Learning | CodeCode Available | 0 |
| Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| PC-Fairness: A Unified Framework for Measuring Causality-based Fairness | Oct 20, 2019 | counterfactualFairness | —Unverified | 0 |
| Max-min Fairness of K-user Cooperative Rate-Splitting in MISO Broadcast Channel with User Relaying | Oct 17, 2019 | FairnessScheduling | —Unverified | 0 |
| Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing | Oct 17, 2019 | FairnessTwo-sample testing | —Unverified | 0 |
| Does Gender Matter? Towards Fairness in Dialogue Systems | Oct 16, 2019 | Fairness | CodeCode Available | 0 |
| Conditional Learning of Fair Representations | Oct 16, 2019 | ClassificationFairness | —Unverified | 0 |
| The Impact of Popularity Bias on Fairness and Calibration in Recommendation | Oct 13, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Measuring Unfairness through Game-Theoretic Interpretability | Oct 12, 2019 | FairnessFeature Importance | —Unverified | 0 |
| The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data | Oct 11, 2019 | Causal InferenceFairness | —Unverified | 0 |
| Fairness in Clustering with Multiple Sensitive Attributes | Oct 11, 2019 | AttributeClustering | —Unverified | 0 |
| AI for Explaining Decisions in Multi-Agent Environments | Oct 10, 2019 | Fairness | —Unverified | 0 |
| Optimal Training of Fair Predictive Models | Oct 9, 2019 | Fairness | —Unverified | 0 |
| REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs | Oct 8, 2019 | FairnessMedical Image Analysis | —Unverified | 0 |
| On Tractable Computation of Expected Predictions | Oct 5, 2019 | FairnessImputation | CodeCode Available | 0 |
| The Impact of Data Preparation on the Fairness of Software Systems | Oct 5, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
