Standout Papers

Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference 1988 2026 2000 2013 7.8k
  1. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (1988)
    Judea Pearl CERN Document Server (European Organization for Nuclear Research)
  2. Causality (2009)
    Judea Pearl Cambridge University Press eBooks
  3. Causality: Models, Reasoning and Inference (2001)
    Christopher Hitchcock, Judea Pearl The Philosophical Review
  4. Causal Diagrams for Epidemiologic Research (1999)
    Sander Greenland, Judea Pearl et al. Epidemiology
  5. Causal diagrams for empirical research (1995)
    Judea Pearl Biometrika
  6. Fusion, propagation, and structuring in belief networks (1986)
    Judea Pearl Artificial Intelligence
  7. Causal inference in statistics: An overview (2009)
    Judea Pearl Project Euclid (Cornell University)
  8. Temporal constraint networks (1991)
    Rina Dechter, Itay Meiri et al. Artificial Intelligence
  9. Confounding and Collapsibility in Causal Inference (1999)
    Sander Greenland, Judea Pearl et al. Statistical Science
  10. Generalized best-first search strategies and the optimality of A* (1985)
    Rina Dechter, Judea Pearl Journal of the ACM
  11. Causal inference and the data-fusion problem (2016)
    Elias Bareinboim, Judea Pearl Proceedings of the National Academy of Sciences
  12. The seven tools of causal inference, with reflections on machine learning (2019)
    Judea Pearl Communications of the ACM
  13. The Book of Why: The New Science of Cause and Effect (2018)
    Judea Pearl, Dana Mackenzie Virtual Defense Library (Ministerio de Defensa)
  14. A Crash Course in Good and Bad Controls (2022)
    Carlos Cinelli, Andrew Forney et al. Sociological Methods & Research

Immediate Impact

33 by Nobel laureates 14 from Science/Nature 88 standout
Sub-graph 1 of 21

Citing Papers

Accurate predictions on small data with a tabular foundation model
2025 StandoutNature
Causal Inference About the Effects of Interventions From Observational Studies in Medical Journals
2024 Standout
41 intermediate papers

Works of Judea Pearl being referenced

Causality
2009 Standout
Causal inference in statistics: An overview
2009 Standout
and 21 more

Author Peers

Author Last Decade Papers Cites
Judea Pearl 15314 6202 3098 3126 230 34.0k
John W. Tukey 5301 7648 2806 1019 221 47.5k
Peter J. Rousseeuw 8529 12699 2104 1223 175 45.6k
Eric R. Ziegel 5929 8103 4704 1442 590 74.4k
Richard Bellman 6864 2270 5563 3283 522 44.3k
Michael I. Jordan 29405 3882 2410 3455 412 63.9k
Kurt Hornik 9292 1344 1792 812 200 33.7k
Andrew Gelman 8358 11993 3601 927 334 70.9k
Bradley Efron 6854 14251 3497 608 206 48.8k
Adrian E. Raftery 9867 8141 3587 472 251 51.6k
Richard A. Olshen 8560 2250 1359 774 101 34.6k

All Works

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Rankless by CCL
2026