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Counterfactual Reasoning

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Showing 176–200 of 219 papers

TitleStatusHype
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement LearningCode0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
"What if?" in Probabilistic Logic ProgrammingCode0
ACCORD: Closing the Commonsense Measurability GapCode0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
Analyzing Intentional Behavior in Autonomous Agents under UncertaintyCode0
Generating Pragmatic Examples to Train Neural Program SynthesizersCode0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible ScenariosCode0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question AnsweringCode0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
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