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Counterfactual Reasoning

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Showing 176–200 of 219 papers

TitleStatusHype
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Neutralizing Bias in LLM Reasoning using Entailment GraphsCode0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door AdjustmentCode0
User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
CausAdv: A Causal-based Framework for Detecting Adversarial ExamplesCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
Causal Responsibility Attribution for Human-AI CollaborationCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
"What if?" in Probabilistic Logic ProgrammingCode0
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
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
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