Pearl 人物

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Judea PearlPearl

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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
1988引用 16985
Causality
2009Cambridge University Press eBooks引用 10974
Causal diagrams for empirical research
1995Biometrika引用 2313
Causal inference in statistics: An overview
2009Statistics Surveys引用 2296

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UCLA HealthCOMPANY
University of California SystemUNIVERSITY
University of California, Los AngelesUNIVERSITY
Cognitive Research (United States)COMPANY

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When Many Answers Are Valid, Voting Fails: Symbolic Verification for Best-of-K Causal Reasoning in LLMs
ArXiv CS.AI2026-08-05
Intuitionistic $j$-Do-Calculus in Topos Causal Models
ArXiv CS.AI2026-07-28
How Rules Represent Causal Knowledge: Causal Modeling with Probabilistic Logic Programming
ArXiv CS.AI2026-07-24
Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity
ArXiv CS.AI2026-07-24