| Analyzing Bias in Sensitive Personal Information Used to Train Financial Models | Nov 9, 2019 | FairnessManagement | —Unverified | 0 |
| Reducing Sentiment Bias in Language Models via Counterfactual Evaluation | Nov 8, 2019 | Articlescounterfactual | —Unverified | 0 |
| An Introduction to Artificial Intelligence and Solutions to the Problems of Algorithmic Discrimination | Nov 8, 2019 | Fairness | —Unverified | 0 |
| The State of NLP Literature: A Diachronic Analysis of the ACL Anthology | Nov 8, 2019 | ArticlesFairness | —Unverified | 0 |
| A Human-in-the-loop Framework to Construct Context-aware Mathematical Notions of Outcome Fairness | Nov 8, 2019 | Decision MakingFairness | —Unverified | 0 |
| Fair Meta-Learning: Learning How to Learn Fairly | Nov 6, 2019 | AttributeFairness | —Unverified | 0 |
| Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems | Nov 5, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Assessing Social and Intersectional Biases in Contextualized Word Representations | Nov 4, 2019 | FairnessSentence | CodeCode Available | 0 |
| Auditing and Achieving Intersectional Fairness in Classification Problems | Nov 4, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Posing Fair Generalization Tasks for Natural Language Inference | Nov 3, 2019 | FairnessNatural Language Inference | —Unverified | 0 |
| The Relationship between the Consistency of Users' Ratings and Recommendation Calibration | Nov 3, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Fairness Violations and Mitigation under Covariate Shift | Nov 2, 2019 | Domain AdaptationFairness | —Unverified | 0 |
| Fair treatment allocations in social networks | Nov 1, 2019 | Fairness | —Unverified | 0 |
| 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 |
| 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 |
| Fault Tolerance of Neural Networks in Adversarial Settings | Oct 30, 2019 | Adversarial RobustnessFairness | —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 |
| Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision | Oct 22, 2019 | FairnessMetric Learning | CodeCode Available | 0 |
| PC-Fairness: A Unified Framework for Measuring Causality-based Fairness | Oct 20, 2019 | counterfactualFairness | —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 |
| Max-min Fairness of K-user Cooperative Rate-Splitting in MISO Broadcast Channel with User Relaying | Oct 17, 2019 | FairnessScheduling | —Unverified | 0 |
