| Towards Logical Specification of Statistical Machine Learning | Jul 24, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Off-policy Learning for Multiple Loggers | Jul 23, 2019 | counterfactual | —Unverified | 0 |
| Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems | Jul 22, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Low-Variance and Zero-Variance Baselines for Extensive-Form Games | Jul 22, 2019 | counterfactualForm | —Unverified | 0 |
| The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations | Jul 22, 2019 | counterfactual | CodeCode Available | 0 |
| Unbiased Learning to Rank: Counterfactual and Online Approaches | Jul 16, 2019 | counterfactualLearning-To-Rank | —Unverified | 0 |
| To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions | Jul 15, 2019 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| Counterfactual Reasoning for Fair Clinical Risk Prediction | Jul 14, 2019 | Attributecounterfactual | —Unverified | 0 |
| Task Selection Policies for Multitask Learning | Jul 14, 2019 | counterfactualNatural Language Understanding | —Unverified | 0 |
| Saliency Maps Generation for Automatic Text Summarization | Jul 12, 2019 | counterfactualText Summarization | —Unverified | 0 |
