| Leveling the Playing Field -- Fairness in AI Versus Human Game Benchmarks | Mar 17, 2019 | Fairness | —Unverified | 0 |
| Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification | Mar 11, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Learning Edge Properties in Graphs from Path Aggregations | Mar 11, 2019 | FairnessLink Prediction | CodeCode Available | 0 |
| Fairness for Robust Log Loss Classification | Mar 10, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Copying Machine Learning Classifiers | Mar 5, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning | Mar 4, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness in Recommendation Ranking through Pairwise Comparisons | Mar 2, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Multi-Criteria Dimensionality Reduction with Applications to Fairness | Feb 28, 2019 | Dimensionality ReductionFairness | CodeCode Available | 0 |
| Fair Estimation of Capital Risk Allocation | Feb 26, 2019 | Fairness | —Unverified | 0 |
| Scalable and Order-robust Continual Learning with Additive Parameter Decomposition | Feb 25, 2019 | Continual LearningFairness | CodeCode Available | 0 |
| Stable and Fair Classification | Feb 21, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Capuchin: Causal Database Repair for Algorithmic Fairness | Feb 21, 2019 | Fairness | —Unverified | 0 |
| Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems | Feb 15, 2019 | Fairness | —Unverified | 0 |
| The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric | Feb 15, 2019 | Binary ClassificationFairness | CodeCode Available | 0 |
| Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications | Feb 12, 2019 | CPUDeep Learning | CodeCode Available | 0 |
| Policy Learning for Fairness in Ranking | Feb 11, 2019 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| Scalable Fair Clustering | Feb 10, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Fair Decisions Despite Imperfect Predictions | Feb 8, 2019 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Equal Opportunity in Online Classification with Partial Feedback | Feb 6, 2019 | ClassificationDecision Making Under Uncertainty | CodeCode Available | 0 |
| Dynamic fairness - Breaking vicious cycles in automatic decision making | Feb 1, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network | Feb 1, 2019 | Fairness | —Unverified | 0 |
| SensitiveNets: Learning Agnostic Representations with Application to Face Images | Feb 1, 2019 | Face RecognitionFairness | CodeCode Available | 0 |
| Agnostic Federated Learning | Feb 1, 2019 | Cloud ComputingDomain Adaptation | CodeCode Available | 1 |
| Human-Centered Artificial Intelligence and Machine Learning | Jan 31, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Noise-tolerant fair classification | Jan 30, 2019 | ClassificationFairness | CodeCode Available | 0 |
