| Identification of time-varying counterfactual parameters in nonlinear panel models | Dec 18, 2022 | counterfactual | —Unverified | 0 |
| Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQL | Dec 17, 2022 | counterfactualText to SQL | CodeCode Available | 1 |
| TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective | Dec 17, 2022 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Causal Temporal Reasoning for Markov Decision Processes | Dec 16, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ | Dec 16, 2022 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Neural Network Augmented Compartmental Pandemic Models | Dec 15, 2022 | counterfactualEpidemiology | —Unverified | 0 |
| Evaluating vaccine allocation strategies using simulation-assisted causal modelling | Dec 14, 2022 | counterfactual | CodeCode Available | 0 |
| Counterfactual Explanations for Support Vector Machine Models | Dec 14, 2022 | counterfactualvalid | —Unverified | 0 |
| On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach | Dec 14, 2022 | counterfactual | CodeCode Available | 0 |
| Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees | Dec 10, 2022 | counterfactual | —Unverified | 0 |
| Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects | Dec 9, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement | Dec 8, 2022 | counterfactualObject | CodeCode Available | 0 |
| Cross-view Geo-localization via Learning Disentangled Geometric Layout Correspondence | Dec 8, 2022 | Attributecounterfactual | CodeCode Available | 0 |
| The unequal effects of the health-economy tradeoff during the COVID-19 pandemic | Dec 7, 2022 | counterfactual | —Unverified | 0 |
| Counterfactuals for the Future | Dec 7, 2022 | counterfactual | —Unverified | 0 |
| Towards Explainable Motion Prediction using Heterogeneous Graph Representations | Dec 7, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Learning to Bound Counterfactual Inference from Observational, Biased and Randomised Data | Dec 6, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results | Dec 4, 2022 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Learning with General Data-generating Policies | Dec 4, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Intermediate Entity-based Sparse Interpretable Representation Learning | Dec 3, 2022 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems | Dec 2, 2022 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints | Nov 30, 2022 | counterfactualSegmentation | CodeCode Available | 1 |
| Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing | Nov 29, 2022 | counterfactualObject | —Unverified | 0 |
| "Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations | Nov 27, 2022 | counterfactualDecision Making | CodeCode Available | 0 |