| Instance-based Counterfactual Explanations for Time Series Classification | Sep 28, 2020 | Classificationcounterfactual | CodeCode Available | 1 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning | Sep 21, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue | Sep 21, 2020 | Click-Through Rate Predictioncounterfactual | CodeCode Available | 1 |
| Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control | Sep 18, 2020 | Causal Inferencecounterfactual | —Unverified | 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 |
| 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 |
| Matching in Selective and Balanced Representation Space for Treatment Effects Estimation | Sep 15, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses | Sep 15, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| On Robustness and Bias Analysis of BERT-based Relation Extraction | Sep 14, 2020 | counterfactualRelation | CodeCode Available | 1 |
| Sufficient Dimension Reduction for Average Causal Effect Estimation | Sep 14, 2020 | counterfactualDimensionality Reduction | —Unverified | 0 |
| MeLIME: Meaningful Local Explanation for Machine Learning Models | Sep 12, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| 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 |
| On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning | Sep 10, 2020 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning | Sep 10, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback | Sep 6, 2020 | counterfactualRecommendation Systems | CodeCode Available | 1 |
| 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 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to Rank | Aug 24, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
