| PermuteAttack: Counterfactual Explanation of Machine Learning Credit Scorecards | Aug 24, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 |
| What-If Motion Prediction for Autonomous Driving | Aug 24, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| 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 |
| The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models | Aug 12, 2020 | counterfactualSentiment Analysis | CodeCode Available | 2 |
| Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates | Aug 10, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Purely Bayesian counterfactuals versus Newcomb's paradox | Aug 10, 2020 | counterfactual | —Unverified | 0 |
| Counterfactual Explanation Based on Gradual Construction for Deep Networks | Aug 5, 2020 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| SemEval-2020 Task 5: Counterfactual Recognition | Aug 2, 2020 | counterfactualCounterfactual Detection | CodeCode Available | 0 |
| Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler | Aug 1, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation models | Jul 28, 2020 | counterfactual | CodeCode Available | 0 |
| Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent | Jul 28, 2020 | counterfactual | —Unverified | 0 |
| Unconditional Quantile Regression with High Dimensional Data | Jul 27, 2020 | counterfactualquantile regression | —Unverified | 0 |
| Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions | Jul 25, 2020 | counterfactualNews Recommendation | CodeCode Available | 1 |
| Score-Based Explanations in Data Management and Machine Learning | Jul 24, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for Ranking | Jul 24, 2020 | counterfactualPosition | CodeCode Available | 0 |
| Semi-supervised Learning From Demonstration Through Program Synthesis: An Inspection Robot Case Study | Jul 23, 2020 | Clusteringcounterfactual | —Unverified | 0 |
| IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals | Jul 21, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| The Historical Impact of Anthropogenic Climate Change on Global Agricultural Productivity | Jul 20, 2020 | counterfactual | —Unverified | 0 |
| Treatment Effects with Targeting Instruments | Jul 20, 2020 | counterfactualSelection bias | —Unverified | 0 |
| Unlocking the Potential of Deep Counterfactual Value Networks | Jul 20, 2020 | counterfactual | —Unverified | 0 |
| Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution | Jul 20, 2020 | counterfactualCounterfactual Inference | —Unverified | 0 |
