| Towards Understanding Gender Bias in Relation Extraction | Nov 9, 2019 | counterfactualData Augmentation | CodeCode Available | 0 |
| Reducing Sentiment Bias in Language Models via Counterfactual Evaluation | Nov 8, 2019 | Articlescounterfactual | —Unverified | 0 |
| MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems | Nov 6, 2019 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems | Nov 6, 2019 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Generating Justifications for Norm-Related Agent Decisions | Nov 1, 2019 | counterfactual | —Unverified | 0 |
| Evaluating Research Novelty Detection: Counterfactual Approaches | Nov 1, 2019 | counterfactualfeature selection | —Unverified | 0 |
| A Game Theoretic Approach to Class-wise Selective Rationalization | Oct 28, 2019 | counterfactualSentiment Analysis | CodeCode Available | 0 |
| Causal inference for climate change events from satellite image time series using computer vision and deep learning | Oct 25, 2019 | AttributeCausal Inference | —Unverified | 0 |
| Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions | Oct 24, 2019 | counterfactualForm | —Unverified | 0 |
| Learning Model-Agnostic Counterfactual Explanations for Tabular Data | Oct 21, 2019 | counterfactualmodel | CodeCode Available | 0 |
| PC-Fairness: A Unified Framework for Measuring Causality-based Fairness | Oct 20, 2019 | counterfactualFairness | —Unverified | 0 |
| Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference | Oct 18, 2019 | Causal Inferencecounterfactual | —Unverified | 0 |
| Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach | Oct 18, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| 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 |
| Counterfactual Regularization for Model-Based Reinforcement Learning | Sep 25, 2019 | counterfactualmodel | —Unverified | 0 |