| A Debiased MDI Feature Importance Measure for Random Forests | Jun 26, 2019 | Feature Importancefeature selection | CodeCode Available | 0 |
| Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation | Jun 4, 2019 | Causal DiscoverySelection bias | CodeCode Available | 0 |
| Pre-training of Graph Augmented Transformers for Medication Recommendation | Jun 2, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Are sample means in multi-armed bandits positively or negatively biased? | May 27, 2019 | Multi-Armed BanditsSelection bias | —Unverified | 0 |
| Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets | May 15, 2019 | Selection biasSentence | CodeCode Available | 0 |
| Learning from Positive and Unlabeled Data with a Selection Bias | May 1, 2019 | Selection bias | —Unverified | 0 |
| Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data | Apr 30, 2019 | Causal InferenceRepresentation Learning | CodeCode Available | 0 |
| State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction | Mar 19, 2019 | counterfactualMatrix Completion | CodeCode Available | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 |
| On the bias, risk and consistency of sample means in multi-armed bandits | Feb 2, 2019 | Multi-Armed BanditsSelection bias | —Unverified | 0 |
