| Closing the AI Knowledge Gap | Mar 20, 2018 | FairnessTwo-sample testing | —Unverified | 0 |
| Some HCI Priorities for GDPR-Compliant Machine Learning | Mar 16, 2018 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Delayed Impact of Fair Machine Learning | Mar 12, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Resource Allocation in Wireless Networks with Energy Constraints | Mar 10, 2018 | FairnessScheduling | —Unverified | 0 |
| Probably Approximately Metric-Fair Learning | Mar 8, 2018 | Fairness | —Unverified | 0 |
| Fairness Through Computationally-Bounded Awareness | Mar 8, 2018 | Fairness | —Unverified | 0 |
| A Reductions Approach to Fair Classification | Mar 6, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| On Discrimination Discovery and Removal in Ranked Data using Causal Graph | Mar 5, 2018 | Fairness | —Unverified | 0 |
| Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction | Feb 26, 2018 | Decision MakingFairness | —Unverified | 0 |
| An Algorithmic Framework to Control Bias in Bandit-based Personalization | Feb 23, 2018 | Fairness | —Unverified | 0 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 |
| Path-Specific Counterfactual Fairness | Feb 22, 2018 | Attributecounterfactual | —Unverified | 0 |
| Fairness of Exposure in Rankings | Feb 20, 2018 | Fairness | —Unverified | 0 |
| Online Learning with an Unknown Fairness Metric | Feb 20, 2018 | FairnessMulti-Armed Bandits | —Unverified | 0 |
| Learning Adversarially Fair and Transferable Representations | Feb 17, 2018 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Modeling the Formation of Social Conventions from Embodied Real-Time Interactions | Feb 16, 2018 | Decision MakingFairness | —Unverified | 0 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Fair and Diverse DPP-based Data Summarization | Feb 12, 2018 | Data SummarizationDiversity | CodeCode Available | 0 |
| Convex Formulations for Fair Principal Component Analysis | Feb 11, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making | Feb 3, 2018 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Interpretable Deep Convolutional Neural Networks via Meta-learning | Feb 2, 2018 | ClusteringFairness | —Unverified | 0 |
| Mitigating Unwanted Biases with Adversarial Learning | Jan 22, 2018 | FairnessGeneral Classification | CodeCode Available | 1 |
| Fairness in Supervised Learning: An Information Theoretic Approach | Jan 13, 2018 | AttributeDecision Making | —Unverified | 0 |
| A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem | Jan 10, 2018 | Fairness | —Unverified | 0 |
| Grouping-By-ID: Guarding Against Adversarial Domain Shifts | Jan 1, 2018 | Data AugmentationFairness | —Unverified | 0 |
