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TitleStatusHype
Counterfactual Multi-player Bandits for Explainable Recommendation DiversificationCode0
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?Code0
Causal Inference with CocyclesCode0
An exact counterfactual-example-based approach to tree-ensemble models interpretabilityCode0
Learning Models for Actionable RecourseCode0
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal ModelsCode0
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial NetworksCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic ControlsCode0
Counterfactual Explanation Algorithms for Behavioral and Textual DataCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
Counterfactual Plans under Distributional AmbiguityCode0
Ensemble of Counterfactual ExplainersCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Counterfactual Prediction Under Outcome Measurement ErrorCode0
Counterfactual Prediction Under Selective ConfoundingCode0
Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy DistillationCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Optimal and efficient text counterfactuals using Graph Neural NetworksCode0
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution BehaviorsCode0
Counterfactual experience augmented off-policy reinforcement learningCode0
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized RecommendationCode0
Argumentative Ensembling for Robust Recourse under Model MultiplicityCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Counterfactual Evaluation of Peer-Review Assignment PoliciesCode0
Calculating and Visualizing Counterfactual Feature Importance ValuesCode0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
Finding Counterfactual Evidences for Node ClassificationCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Efficient computation of contrastive explanationsCode0
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision MakingCode0
Causal Machine Learning for Cost-Effective Allocation of Development AidCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Effective Explanations for Entity Resolution ModelsCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Joint Knowledge Editing for Information Enrichment and Probability PromotionCode0
Sequential Kernel Embedding for Mediated and Time-Varying Dose Response CurvesCode0
K-Nearest-Neighbor Resampling for Off-Policy Evaluation in Stochastic ControlCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Dynamic Causal Collaborative FilteringCode0
Counterfactual diagnosisCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Causal Expectation-MaximisationCode0
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