| MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming | Oct 17, 2019 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Generative Learning of Counterfactual for Synthetic Control Applications in Econometrics | Oct 16, 2019 | counterfactualEconometrics | —Unverified | 0 |
| Counterfactual diagnosis | Oct 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Explaining image classifiers by removing input features using generative models | Oct 9, 2019 | counterfactualObject Localization | CodeCode Available | 0 |
| Combining No-regret and Q-learning | Oct 7, 2019 | counterfactualQ-Learning | CodeCode Available | 0 |
| A Short Remark on Analogical Reasoning | Oct 6, 2019 | counterfactual | —Unverified | 0 |
| CLEVRER: CoLlision Events for Video REpresentation and Reasoning | Oct 3, 2019 | counterfactualDescriptive | CodeCode Available | 0 |
| Interrogating the Explanatory Power of Attention in Neural Machine Translation | Sep 30, 2019 | counterfactualMachine Translation | CodeCode Available | 0 |
| Counterfactual States for Atari Agents via Generative Deep Learning | Sep 27, 2019 | counterfactualDecision Making | —Unverified | 0 |
| Learning the Difference that Makes a Difference with Counterfactually-Augmented Data | Sep 26, 2019 | counterfactualData Augmentation | CodeCode Available | 0 |
| CoPhy: Counterfactual Learning of Physical Dynamics | Sep 26, 2019 | counterfactualVideo Prediction | CodeCode Available | 0 |
| Removing input features via a generative model to explain their attributions to classifier's decisions | Sep 25, 2019 | counterfactual | —Unverified | 0 |
| Counterfactual Regularization for Model-Based Reinforcement Learning | Sep 25, 2019 | counterfactualmodel | —Unverified | 0 |
| Explaining Time Series by Counterfactuals | Sep 25, 2019 | counterfactualFeature Importance | —Unverified | 0 |
| On Model Stability as a Function of Random Seed | Sep 23, 2019 | counterfactual | CodeCode Available | 0 |
| FACE: Feasible and Actionable Counterfactual Explanations | Sep 20, 2019 | counterfactual | —Unverified | 0 |
| Explaining Visual Models by Causal Attribution | Sep 19, 2019 | counterfactual | —Unverified | 0 |
| Learning from Bandit Feedback: An Overview of the State-of-the-art | Sep 18, 2019 | counterfactualRecommendation Systems | —Unverified | 0 |
| Distributional conformal prediction | Sep 17, 2019 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| Explainable Machine Learning in Deployment | Sep 13, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models | Sep 11, 2019 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Counterfactual Story Reasoning and Generation | Sep 9, 2019 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Tree-based Synthetic Control Methods: Consequences of moving the US Embassy | Sep 9, 2019 | counterfactualregression | —Unverified | 0 |
| Counterfactual Depth from a Single RGB Image | Sep 3, 2019 | counterfactualDecoder | CodeCode Available | 0 |
| It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution | Sep 2, 2019 | Allcounterfactual | —Unverified | 0 |