| Balanced off-policy evaluation in general action spaces | Jun 9, 2019 | Binary Classificationcounterfactual | —Unverified | 0 |
| Counterfactual Inference for Consumer Choice Across Many Product Categories | Jun 6, 2019 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Finding Friend and Foe in Multi-Agent Games | Jun 5, 2019 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Neural Replicator Dynamics | Jun 1, 2019 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Diverse Generation for Multi-Agent Sports Games | Jun 1, 2019 | counterfactual | —Unverified | 0 |
| 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 |
| Contrastive Fairness in Machine Learning | May 17, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models | May 14, 2019 | counterfactualManagement | CodeCode Available | 0 |
| Demand and Welfare Analysis in Discrete Choice Models with Social Interactions | May 10, 2019 | counterfactualDiscrete Choice Models | —Unverified | 0 |
| A Dynamic Semantics for Causal Counterfactuals | May 1, 2019 | counterfactualSentence | —Unverified | 0 |
| Tinkering with black boxes: counterfactuals uncover modularity in generative models | May 1, 2019 | counterfactual | —Unverified | 0 |
| Intrinsic Social Motivation via Causal Influence in Multi-Agent RL | May 1, 2019 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Solving zero-sum extensive-form games with arbitrary payoff uncertainty models | Apr 24, 2019 | counterfactualForm | —Unverified | 0 |
| Beauty Learning and Counterfactual Inference | Apr 24, 2019 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions | Apr 22, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| AnonymousNet: Natural Face De-Identification with Measurable Privacy | Apr 19, 2019 | Attributecounterfactual | —Unverified | 0 |