| Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation | Dec 19, 2019 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| VAT tax gap prediction: a 2-steps Gradient Boosting approach | Dec 8, 2019 | Selection bias | —Unverified | 0 |
| Automated Dependence Plots | Dec 2, 2019 | Bias DetectionModel Selection | CodeCode Available | 0 |
| Unlocking Fairness: a Trade-off Revisited | Dec 1, 2019 | FairnessSelection bias | —Unverified | 0 |
| Correcting Sociodemographic Selection Biases for Population Prediction from Social Media | Nov 10, 2019 | PredictionSelection bias | CodeCode Available | 0 |
| Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview | Nov 9, 2019 | Selection bias | —Unverified | 0 |
| Group Average Treatment Effects for Observational Studies | Nov 7, 2019 | Selection bias | —Unverified | 0 |
| Fairness Violations and Mitigation under Covariate Shift | Nov 2, 2019 | Domain AdaptationFairness | —Unverified | 0 |
| Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning | Oct 16, 2019 | Multi-Task LearningRecommendation Systems | —Unverified | 0 |
| Towards Resolving Propensity Contradiction in Offline Recommender Learning | Oct 16, 2019 | Domain AdaptationSelection bias | CodeCode Available | 0 |
