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1. bayes.cs.ucla.edu › homeJUDEA PEARL'S HOMEPAGE - University of California, Los Angeles

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   Welcome to my homepage. To find out what I am up to, new submissions, working papers, adventures and introspections, click here . For discussions and disputations concerning controversial topics read the Causality Blog. To view the slides of my tutorial at the Joint Statistical Meetings (JSM-16), Chicago, IL, August 1, 2016, click [ppt] or [pdf].

2. www.science.org › doi › 10The Book of Why: The New Science of Cause and Effect | Science

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   Aug 31, 2018 · How, then, are we to determine whether one thing has caused another? This week on the Science podcast, Judea Pearl and Dana Mackenzie discuss strategies for causal thinking and describe its implications for artificial intelligence. Listen to the interview at: sciencemag.org/podcasts.

3. People also ask

   Who is Judea Pearl?

   • Professor Judea Pearl won the 2011 Turing Award “for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning.”

   Probabilistic and Causal Inference

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   What is Judea Pearl's do-calculus?

   • The goal of the paper is to give a fairly self-contained introduction to Judea Pearl's do-calculus, including proofs of his 3 rules. Judea Pearl's do-calculus is a part of his theory of probabilistic causality, which itself is a part of the study of Bayesian networks (for which he is largely responsible too).

   Introduction to Judea Pearl’s Do-Calculus - arXiv.org

   arxiv.org/pdf/1305.5506.pdf

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   Who is Professor Pearl?

   • The Professor Pearl who emerges from the pages of The Book of Why brims with the joy of discovery and pride in his students and colleagues... [it] not only delivers a valuable lesson on the history of ideas but provides the conceptual tools needed to judge just what big data can and cannot deliver."―New York Times

   The Book of Why: The New Science of Cause and Effect

   www.amazon.com/Book-Why-Science-Cause-Effect/dp/046509760X

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4. scholar.google.com › citations‪Judea Pearl‬ - ‪Google Scholar‬

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   Judea Pearl. Professor of Computer Science, University of California, Los Angeles. Verified email at cs.ucla.edu - Homepage. causality artificial intelligence structural equations counterfactuals. Title. Sort. Sort by citations Sort by year Sort by title. Cited by.

5. www.degruyter.com › document › doiEditorial Judea Pearl* Radical empiricism and machine ...

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   Judea Pearl* Radical empiricism and machine learning research. https://doi.org/10.1515/jci-20210006. - received February 23, 2021; accepted April 02, 2021. Abstract: I contrast the “data fitting vs data interpreting approaches to data science along three dimen. ” “ ” - sions: Expediency, Transparency, and Explainability.

6. Videos

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     Judea Pearl -- The Foundations of Causal Inference [The Book of WHY]

     Sep 26, 2019

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     Keynote: Judea Pearl - The New Science of Cause and Effect

     Nov 29, 2018

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     Book reviews - Judea Pearl, The Book of Why (part 1)

     Mar 14, 2023

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7. magazine.amstat.org › blog › 2023/09/01Judea Pearl, AI, and Causality: What Role Do Statisticians ...

   magazine.amstat.org › blog › 2023/09/01

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   Sep 1, 2023 · In the first half of 2023, the machine learning programs ChatGPT and GPT-4 changed the landscape of artificial intelligence research seemingly overnight. Judea Pearl’s research bridges the subjects of statistics and artificial intelligence and highlights the importance of causality in both settings.

8. www.amazon.com › Book-Why-Science-Cause-Effect › dpThe Book of Why: The New Science of Cause and Effect: Pearl ...

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   May 15, 2018 · The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions ...