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TitleStatusHype
Causal Inference under Data Restrictions—0
Spatio-temporal neural structural causal models for bike flow predictionCode1
Optimal Transport for Counterfactual Estimation: A Method for Causal InferenceCode0
Data-Driven Estimation of Heterogeneous Treatment Effects—0
Doubly Robust Counterfactual Classification—0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Explaining ELH Concept Descriptions through Counterfactual Reasoning—0
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation LearningCode1
Evaluating counterfactual explanations using Pearl's counterfactual method—0
Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS—0
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy—0
Continual Causal Effect Estimation: Challenges and Opportunities—0
Counterfactual-based Saliency Map: Towards Visual Contrastive Explanations for Neural Networks—0
Style-transfer counterfactual explanations: An application to mortality prevention of ICU patientsCode0
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space—0
Multimodal Explainability via Latent Shift applied to COVID-19 stratification—0
Simplifying Causality: A Brief Review of Philosophical Views and Definitions with Examples from Economics, Education, Medicine, Policy, Physics and Engineering—0
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges—0
Towards Causal Credit AssignmentCode0
VCNet: A self-explaining model for realistic counterfactual generationCode0
Enhancing Resilience: Model-based Simulations—0
Causal Inference for Knowledge Graph based RecommendationCode0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
DISCO: Distilling Counterfactuals with Large Language ModelsCode1
Sanctions and Imports of Essential Goods: A Closer Look at the Equipo Anova (2021) Results—0
Identification of time-varying counterfactual parameters in nonlinear panel models—0
Know What I don't Know: Handling Ambiguous and Unanswerable Questions for Text-to-SQLCode1
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective—0
Causal Temporal Reasoning for Markov Decision Processes—0
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations DifferCode0
Neural Network Augmented Compartmental Pandemic Models—0
Evaluating vaccine allocation strategies using simulation-assisted causal modellingCode0
Counterfactual Explanations for Support Vector Machine Models—0
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization ApproachCode0
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees—0
Doubly Robust Kernel Statistics for Testing Distributional Treatment EffectsCode0
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance AgreementCode0
Cross-view Geo-localization via Learning Disentangled Geometric Layout CorrespondenceCode0
The unequal effects of the health-economy tradeoff during the COVID-19 pandemic—0
Counterfactuals for the Future—0
Towards Explainable Motion Prediction using Heterogeneous Graph RepresentationsCode1
Counterfactual reasoning: Do language models need world knowledge for causal understanding?Code1
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results—0
Counterfactual Learning with General Data-generating Policies—0
Intermediate Entity-based Sparse Interpretable Representation LearningCode0
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems—0
Rethinking Causality-driven Robot Tool Segmentation with Temporal ConstraintsCode1
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing—0
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual ExplanationsCode0
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