| Tilted Empirical Risk Minimization | Jul 2, 2020 | Fairness | CodeCode Available | 1 |
| Regularized Online Allocation Problems: Fairness and Beyond | Jul 1, 2020 | Fairness | —Unverified | 0 |
| Fairness constraints can help exact inference in structured prediction | Jul 1, 2020 | FairnessPrediction | —Unverified | 0 |
| Masking Actor Information Leads to Fairer Political Claims Detection | Jul 1, 2020 | Fairness | —Unverified | 0 |
| Machine learning fairness notions: Bridging the gap with real-world applications | Jun 30, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning | Jun 30, 2020 | AttributeFairness | —Unverified | 0 |
| Evaluation of Fairness Trade-offs in Predicting Student Success | Jun 30, 2020 | Fairness | —Unverified | 0 |
| Efficient Mining Cluster Selection for Blockchain-based Cellular V2X Communications | Jun 29, 2020 | Autonomous VehiclesFairness | —Unverified | 0 |
| PAC-Bayesian Bound for the Conditional Value at Risk | Jun 26, 2020 | Fairness | —Unverified | 0 |
| SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness | Jun 25, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fairness with Overlapping Groups | Jun 24, 2020 | ClassificationFairness | —Unverified | 0 |
| On Fair Selection in the Presence of Implicit Variance | Jun 24, 2020 | Fairness | —Unverified | 0 |
| A Framework for Fairness in Two-Sided Marketplaces | Jun 23, 2020 | FairnessRecommendation Systems | —Unverified | 0 |
| Fairness without Demographics through Adversarially Reweighted Learning | Jun 23, 2020 | Fairness | CodeCode Available | 1 |
| Fair Performance Metric Elicitation | Jun 23, 2020 | Fairness | —Unverified | 0 |
| Distributional Individual Fairness in Clustering | Jun 22, 2020 | ClusteringFairness | CodeCode Available | 0 |
| PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms | Jun 22, 2020 | FairnessScheduling | —Unverified | 0 |
| How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees | Jun 22, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Improving LIME Robustness with Smarter Locality Sampling | Jun 22, 2020 | FairnessGenerative Adversarial Network | CodeCode Available | 0 |
| Verifying Individual Fairness in Machine Learning Models | Jun 21, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Federated Learning Meets Multi-objective Optimization | Jun 20, 2020 | FairnessFederated Learning | CodeCode Available | 1 |
| Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations | Jun 20, 2020 | Domain GeneralizationFairness | —Unverified | 0 |
| Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org | Jun 20, 2020 | Causal InferenceFairness | —Unverified | 0 |
| Accelerating Safe Reinforcement Learning with Constraint-mismatched Policies | Jun 20, 2020 | Fairnessreinforcement-learning | —Unverified | 0 |
| Fair Active Learning | Jun 20, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
