| Counterfactual Analysis under Partial Identification Using Locally Robust Refinement | May 31, 2019 | counterfactual | —Unverified | 0 |
| Value Functions for Depth-Limited Solving in Zero-Sum Imperfect-Information Games | May 31, 2019 | counterfactual | —Unverified | 0 |
| The Label Complexity of Active Learning from Observational Data | May 29, 2019 | Active Learningcounterfactual | CodeCode Available | 0 |
| Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy | May 28, 2019 | counterfactualEfficient Exploration | —Unverified | 0 |
| Learning Policies from Human Data for Skat | May 27, 2019 | Card Gamescounterfactual | —Unverified | 0 |
| Explainable Reinforcement Learning Through a Causal Lens | May 27, 2019 | counterfactualreinforcement-learning | CodeCode Available | 0 |
| Model-Agnostic Counterfactual Explanations for Consequential Decisions | May 27, 2019 | counterfactualDecision Making | CodeCode Available | 1 |
| Equal Opportunity and Affirmative Action via Counterfactual Predictions | May 26, 2019 | counterfactualDecision Making | —Unverified | 0 |
| CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models | May 20, 2019 | counterfactualFairness | —Unverified | 0 |
| Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations | May 19, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
