| Targeted VAE: Structured Inference and Targeted Learning for Causal Parameter Estimation | Sep 28, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control | Sep 18, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement | Sep 17, 2020 | ArticlesCausal Inference | CodeCode Available | 0 |
| Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals | Sep 17, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling | Sep 17, 2020 | counterfactualQuestion Answering | CodeCode Available | 0 |
| Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses | Sep 15, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Matching in Selective and Balanced Representation Space for Treatment Effects Estimation | Sep 15, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Sufficient Dimension Reduction for Average Causal Effect Estimation | Sep 14, 2020 | counterfactualDimensionality Reduction | —Unverified | 0 |
| The Intriguing Relation Between Counterfactual Explanations and Adversarial Examples | Sep 11, 2020 | counterfactualRelation | —Unverified | 0 |
| CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets | Sep 11, 2020 | counterfactual | —Unverified | 0 |
| RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning | Sep 10, 2020 | counterfactualDecision Making | —Unverified | 0 |
| PolSIRD: Modeling Epidemic Spread under Intervention Policies | Sep 3, 2020 | counterfactual | —Unverified | 0 |
| Model extraction from counterfactual explanations | Sep 3, 2020 | counterfactualmodel | CodeCode Available | 0 |
| Causal Inference in Possibly Nonlinear Factor Models | Aug 31, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Adversarial Learning for Counterfactual Fairness | Aug 30, 2020 | Attributecounterfactual | CodeCode Available | 0 |
| The Advantage Regret-Matching Actor-Critic | Aug 27, 2020 | counterfactualReinforcement Learning (RL) | —Unverified | 0 |
| When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to Rank | Aug 24, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| PermuteAttack: Counterfactual Explanation of Machine Learning Credit Scorecards | Aug 24, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 |
| Hi-CI: Deep Causal Inference in High Dimensions | Aug 22, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual-based minority oversampling for imbalanced classification | Aug 21, 2020 | Classificationcounterfactual | —Unverified | 0 |
| DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models | Aug 19, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Bounds on Distributional Treatment Effect Parameters using Panel Data with an Application on Job Displacement | Aug 18, 2020 | counterfactual | —Unverified | 0 |
| Estimating heterogeneous survival treatment effect in observational data using machine learning | Aug 17, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Purely Bayesian counterfactuals versus Newcomb's paradox | Aug 10, 2020 | counterfactual | —Unverified | 0 |
| Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates | Aug 10, 2020 | counterfactualDecision Making | —Unverified | 0 |