| Inherent Tradeoffs in Learning Fair Representations | Jun 19, 2019 | AttributeFairness | —Unverified | 0 |
| Variational Fair Clustering | Jun 19, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Adversarial training approach for local data debiasing | Jun 19, 2019 | AttributeFairness | —Unverified | 0 |
| The Price of Local Fairness in Multistage Selection | Jun 15, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias | Jun 14, 2019 | Attributecounterfactual | —Unverified | 0 |
| Principled Frameworks for Evaluating Ethics in NLP Systems | Jun 14, 2019 | EthicsExperimental Design | —Unverified | 0 |
| Fairness-Aware Scheduling in Multi-Numerology Based 5G New Radio | Jun 13, 2019 | FairnessScheduling | —Unverified | 0 |
| Multi-type Resource Allocation with Partial Preferences | Jun 13, 2019 | FairnessVocal Bursts Type Prediction | —Unverified | 0 |
| Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification | Jun 12, 2019 | Binary ClassificationClassification | CodeCode Available | 0 |
| Pairwise Fairness for Ranking and Regression | Jun 12, 2019 | FairnessGeneral Classification | —Unverified | 0 |
| ProPublica's COMPAS Data Revisited | Jun 11, 2019 | Fairness | CodeCode Available | 0 |
| Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns | Jun 10, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding | Jun 10, 2019 | Fairness | CodeCode Available | 0 |
| FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings (Extended Version) | Jun 10, 2019 | Fairness | —Unverified | 0 |
| Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons | Jun 10, 2019 | Fairness | —Unverified | 0 |
| Maximum Weighted Loss Discrepancy | Jun 8, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 |
| Addictive Auctions: using lucky-draw and gambling addiction to increase participation during auctioning | Jun 7, 2019 | Fairness | CodeCode Available | 0 |
| Equalized odds postprocessing under imperfect group information | Jun 7, 2019 | AttributeFairness | CodeCode Available | 0 |
| Fair Division Without Disparate Impact | Jun 6, 2019 | FairnessRecommendation Systems | —Unverified | 0 |
| Flexibly Fair Representation Learning by Disentanglement | Jun 6, 2019 | DisentanglementFairness | —Unverified | 0 |
| Fair Near Neighbor Search: Independent Range Sampling in High Dimensions | Jun 5, 2019 | FairnessVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Data preprocessing to mitigate bias: A maximum entropy based approach | Jun 5, 2019 | Fairness | CodeCode Available | 0 |
| Enumeration of Distinct Support Vectors for Interactive Decision Making | Jun 5, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Towards Fair and Privacy-Preserving Federated Deep Models | Jun 4, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Balanced Ranking with Diversity Constraints | Jun 4, 2019 | DiversityFairness | —Unverified | 0 |
