| Counterfactual Invariance to Spurious Correlations in Text Classification | May 21, 2021 | Causal InferenceClassification | —Unverified | 0 |
| Partial Identification of Counterfactual Distributions | May 21, 2021 | counterfactual | —Unverified | 0 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | May 21, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Variational Causal Autoencoder for Interventional and Counterfactual Queries | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| To do or not to do: finding causal relations in smart homes | May 20, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Two Sample Unconditional Quantile Effect | May 20, 2021 | counterfactualVocal Bursts Valence Prediction | —Unverified | 0 |
| Personalized Counterfactual Fairness in Recommendation | May 20, 2021 | counterfactualDecision Making | CodeCode Available | 1 |
| Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation | May 18, 2021 | Articlescounterfactual | —Unverified | 0 |
| CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space | May 18, 2021 | counterfactualForm | —Unverified | 0 |
| Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach | May 18, 2021 | counterfactual | —Unverified | 0 |
| Convex optimization for actionable \& plausible counterfactual explanations | May 17, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Causal Augmentation for Causal Sentence Classification | May 16, 2021 | Classificationcounterfactual | —Unverified | 0 |
| Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction | May 14, 2021 | counterfactualSentence | —Unverified | 0 |
| Latent Event-Predictive Encodings through Counterfactual Regularization | May 12, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization | May 12, 2021 | counterfactualModel Selection | CodeCode Available | 1 |
| Counterfactual Explanations for Neural Recommenders | May 11, 2021 | Collaborative Filteringcounterfactual | CodeCode Available | 1 |
| Difference-in-Differences Estimation with Spatial Spillovers | May 8, 2021 | counterfactual | CodeCode Available | 3 |
| Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities | May 6, 2021 | counterfactualRecommendation Systems | —Unverified | 0 |
| Causality-based Counterfactual Explanation for Classification Models | May 3, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation | Apr 29, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Causes of Effects: Learning individual responses from population data | Apr 28, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Universal Off-Policy Evaluation | Apr 26, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty | Apr 26, 2021 | Autonomous Drivingcounterfactual | CodeCode Available | 0 |
