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Counterfactual Reasoning

Papers

Showing 101110 of 219 papers

TitleStatusHype
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming0
Planning to Learn: A Novel Algorithm for Active Learning during Model-Based PlanningCode0
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge TracingCode1
Disentangled Counterfactual Reasoning for Unbiased Sequential Recommendation0
User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsCode0
Leveraging Contextual Counterfactuals Toward Belief Calibration0
Budgeting Counterfactual for Offline RL0
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