| Treatment Effects with Targeting Instruments | Jul 20, 2020 | counterfactualSelection bias | —Unverified | 0 |
| Decorrelated Clustering with Data Selection Bias | Jun 29, 2020 | ClusteringSelection bias | CodeCode Available | 0 |
| Balance-Subsampled Stable Prediction | Jun 8, 2020 | parameter estimationPrediction | —Unverified | 0 |
| ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance | May 21, 2020 | AttributeClustering | CodeCode Available | 1 |
| Instrumental Variables with Treatment-Induced Selection: Exact Bias Results | May 19, 2020 | Selection bias | —Unverified | 0 |
| Learning Disentangled Representations for CounterFactual Regression | May 1, 2020 | counterfactualregression | —Unverified | 0 |
| Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting | Apr 29, 2020 | Abusive LanguageGeneral Classification | CodeCode Available | 0 |
| Minimizing Interference and Selection Bias in Network Experiment Design | Apr 15, 2020 | Selection bias | —Unverified | 0 |
| PanNuke Dataset Extension, Insights and Baselines | Mar 24, 2020 | Selection biaswhole slide images | CodeCode Available | 1 |
| Weighted Empirical Risk Minimization: Sample Selection Bias Correction based on Importance Sampling | Feb 12, 2020 | Selection biasTransfer Learning | —Unverified | 0 |
| Correcting for Selection Bias in Learning-to-rank Systems | Jan 29, 2020 | counterfactualLearning-To-Rank | —Unverified | 0 |
| Low-Complexity Methods for Estimation After Parameter Selection | Jan 28, 2020 | Selection bias | —Unverified | 0 |
| A Primer on Domain Adaptation | Jan 27, 2020 | Domain AdaptationSelection bias | —Unverified | 0 |
| Learning Overlapping Representations for the Estimation of Individualized Treatment Effects | Jan 14, 2020 | Generalization Boundsregression | —Unverified | 0 |
| A semi-supervised learning framework for quantitative structure-activity regression modelling | Jan 7, 2020 | Drug Discoveryregression | —Unverified | 0 |
| 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 |
