| Fairness-Aware Explainable Recommendation over Knowledge Graphs | Jun 3, 2020 | Collaborative FilteringDecision Making | —Unverified | 0 |
| A quest for a fair schedule: The Young Physicists' Tournament | Jun 3, 2020 | Fairness | —Unverified | 0 |
| What's Sex Got To Do With Fair Machine Learning? | Jun 2, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| A Machine Learning System for Retaining Patients in HIV Care | Jun 1, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning | Jun 1, 2020 | Face RecognitionFairness | —Unverified | 0 |
| Deep Fair Clustering for Visual Learning | Jun 1, 2020 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Controlling Fairness and Bias in Dynamic Learning-to-Rank | May 29, 2020 | ArticlesFairness | CodeCode Available | 1 |
| Meta Clustering for Collaborative Learning | May 29, 2020 | ClusteringFairness | —Unverified | 0 |
| Review of Mathematical frameworks for Fairness in Machine Learning | May 26, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fair Policy Targeting | May 25, 2020 | Fairness | —Unverified | 0 |
| Sentiment Analysis: Automatically Detecting Valence, Emotions, and Other Affectual States from Text | May 25, 2020 | FairnessSentiment Analysis | —Unverified | 0 |
| Projection to Fairness in Statistical Learning | May 24, 2020 | FairnessPrediction | —Unverified | 0 |
| Opportunistic Multi-aspect Fairness through Personalized Re-ranking | May 21, 2020 | AttributeFairness | —Unverified | 0 |
| Fair Classification via Unconstrained Optimization | May 21, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness | May 21, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| Principal Fairness for Human and Algorithmic Decision-Making | May 21, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation | May 21, 2020 | Attributecounterfactual | —Unverified | 0 |
| Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems | May 20, 2020 | Contrastive LearningFairness | —Unverified | 0 |
| Fair Outlier Detection | May 20, 2020 | FairnessOutlier Detection | —Unverified | 0 |
| SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning | May 20, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Fractional Top Trading Cycle on the Full Preference Domain | May 19, 2020 | Fairness | —Unverified | 0 |
| Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy | May 19, 2020 | Decision MakingFairness | —Unverified | 0 |
| BLAZE: Blazing Fast Privacy-Preserving Machine Learning | May 18, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| The Role of Randomness and Noise in Strategic Classification | May 17, 2020 | ClassificationFairness | —Unverified | 0 |
| Towards classification parity across cohorts | May 16, 2020 | ClassificationClustering | —Unverified | 0 |
