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Counterfactual Reasoning

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Showing 151–175 of 219 papers

TitleStatusHype
Use-Case-Grounded Simulations for Explanation Evaluation—0
Watch Out for the Safety-Threatening Actors: Proactively Mitigating Safety Hazards—0
Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning—0
Counterfactual harm—0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
Counterfactual Phenotyping with Censored Time-to-EventsCode2
Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space—0
REST: Debiased Social Recommendation via Reconstructing Exposure StrategiesCode0
CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning—0
Debiased Learning from Naturally Imbalanced Pseudo-LabelsCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
Causal policy ranking—0
Learning Generalized Gumbel-max Causal MechanismsCode0
Transfer learning with causal counterfactual reasoning in Decision Transformers—0
fairadapt: Causal Reasoning for Fair Data Pre-processing—0
Intervention-based Recurrent Casual Model for Non-stationary Video Causal Discovery—0
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning—0
Causal Explanation of Convolutional Neural NetworksCode0
Counterfactual Evaluation for Explainable AI—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Counterfactual Explainable RecommendationCode1
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis ModelCode1
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning—0
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