| Recovering from Biased Data: Can Fairness Constraints Improve Accuracy? | Dec 2, 2019 | Fairness | —Unverified | 0 |
| Balancing Efficiency and Fairness in On-Demand Ridesourcing | Dec 1, 2019 | Fairness | CodeCode Available | 0 |
| On Making Stochastic Classifiers Deterministic | Dec 1, 2019 | Fairness | —Unverified | 0 |
| Paradoxes in Fair Machine Learning | Dec 1, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Offline Contextual Bandits with High Probability Fairness Guarantees | Dec 1, 2019 | FairnessMulti-Armed Bandits | CodeCode Available | 0 |
| On Human-Aligned Risk Minimization | Dec 1, 2019 | Decision MakingFairness | —Unverified | 0 |
| Unlocking Fairness: a Trade-off Revisited | Dec 1, 2019 | FairnessSelection bias | —Unverified | 0 |
| Optimizing Generalized Rate Metrics with Three Players | Dec 1, 2019 | Fairness | CodeCode Available | 0 |
| Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds | Dec 1, 2019 | FairnessSensitivity | CodeCode Available | 0 |
| FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions | Nov 28, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| The relationship between trust in AI and trustworthy machine learning technologies | Nov 27, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation | Nov 26, 2019 | Activity RecognitionAttribute | CodeCode Available | 0 |
| Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives | Nov 26, 2019 | FairnessNavigate | —Unverified | 0 |
| On the Legal Compatibility of Fairness Definitions | Nov 25, 2019 | Fairness | —Unverified | 0 |
| FairyTED: A Fair Rating Predictor for TED Talk Data | Nov 25, 2019 | counterfactualFairness | —Unverified | 0 |
| A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification | Nov 25, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fair in the Eyes of Others | Nov 25, 2019 | Fairness | —Unverified | 0 |
| Greedy Algorithms for Fair Division of Mixed Manna | Nov 25, 2019 | Fairness | —Unverified | 0 |
| Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning | Nov 25, 2019 | Face RecognitionFairness | —Unverified | 0 |
| Algorithmic Bias in Recidivism Prediction: A Causal Perspective | Nov 24, 2019 | Causal InferenceFairness | —Unverified | 0 |
| Fair Multi-party Machine Learning -- a Game Theoretic approach | Nov 22, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Max-Min Fair Precoder Design and Power Allocation for MU-MIMO NOMA | Nov 21, 2019 | Fairness | —Unverified | 0 |
| Bounded Temporal Fairness for FIFO Financial Markets | Nov 20, 2019 | Fairness | —Unverified | 0 |
| "The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning | Nov 19, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Policy-Gradient Training of Fair and Unbiased Ranking Functions | Nov 19, 2019 | counterfactualDecision Making | CodeCode Available | 0 |
