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counterfactual

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TitleStatusHype
MCCE: Monte Carlo sampling of realistic counterfactual explanationsCode0
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency MapsCode0
Decision Support System for Chronic Diseases Based on Drug-Drug InteractionsCode0
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly DetectionCode0
Solving the Class Imbalance Problem Using a Counterfactual Method for Data AugmentationCode0
Debiasing Text Safety Classifiers through a Fairness-Aware EnsembleCode0
Debiasing Recommendation by Learning Identifiable Latent ConfoundersCode0
An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic ControlsCode0
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective OptimizationCode0
Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesCode0
Debiasing Graph Neural Networks via Learning Disentangled Causal SubstructureCode0
Cycle-Balanced Representation Learning For Counterfactual InferenceCode0
RACCER: Towards Reachable and Certain Counterfactual Explanations for Reinforcement LearningCode0
Unbiased Delayed Feedback Label Correction for Conversion Rate PredictionCode0
Extractive Structures Learned in Pretraining Enable Generalization on Finetuned FactsCode0
Weighted Sum-Rate Maximization With Causal Inference for Latent Interference EstimationCode0
To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User InteractionsCode0
Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness MetricCode0
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition ModelsCode0
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference ModelsCode0
Cross-view Geo-localization via Learning Disentangled Geometric Layout CorrespondenceCode0
FADE: FAir Double Ensemble Learning for Observable and Counterfactual OutcomesCode0
When Selection Meets Intervention: Additional Complexities in Causal DiscoveryCode0
CausalSR: Structural Causal Model-Driven Super-Resolution with Counterfactual InferenceCode0
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's DecisionCode0
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