Judea Pearl
Judea Pearl | |
---|---|
Born | Tel Aviv, British Palestine (now the State of Israel) |
September 4, 1936
Nationality | Israeli American |
Fields | Computer Science Statistics |
Alma mater | Technion, Israel Rutgers University, U.S. Polytechnic Institute of Brooklyn, U.S. |
Thesis | Vortex Theory of Superconductive Memories (1965) |
Doctoral advisor | L. Strauss L. Bergstein |
Known for | Artificial Intelligence Causality Bayesian Networks |
Notable awards | IJCAI Award for Research Excellence(1999) ACM Turing Award (2011)[1] Rumelhart Prize (2011) Harvey Prize (2011) |
Spouse | Ruth |
Children | Daniel Pearl |
Website http://bayes.cs.ucla.edu/jp_home.html |
Judea Pearl (born 1936) is an Israeli-born American computer scientist and philosopher, best known for championing the probabilistic approach to artificial intelligence and the development of Bayesian networks (see the article on belief propagation). He is also credited for developing a theory of causal and counterfactual inference based on structural models (see article on causality). He is the 2011 winner of the ACM Turing Award, the highest distinction in computer science, "for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning".[1][2][3][4]
Judea Pearl is the father of journalist Daniel Pearl, who was kidnapped and murdered by militants in Pakistan connected with Al-Qaeda and the International Islamic Front in 2002 for his American and Jewish heritage.[5][6]
Contents
Biography
Judea Pearl was born in Tel Aviv, British Mandate for Palestine, in 1936 and received a B.S. degree in Electrical Engineering from the Technion in 1960. In 1960 he came to the United States and received a master's degree in Physics from Rutgers University, U.S. and a Ph.D. degree in electrical engineering from the Polytechnic Institute of Brooklyn (now New York University Polytechnic School of Engineering), U.S., in 1965. He worked at RCA Research Laboratories on superconductive parametric and storage devices and at Electronic Memories, Inc., on advanced memory systems. When semiconductors "wiped out" Pearl's work, as he later expressed it,[7] he joined UCLA's School of Engineering in 1970 and started work on probabilistic artificial intelligence.
Pearl is currently a professor of computer science and statistics and director of the Cognitive Systems Laboratory at UCLA. He and his wife, Ruth, had three children. In addition, as of 2011[update], he is a member of the International Advisory Board of NGO Monitor.[8]
On Pearl's religious views, some reports describe him as a Jewish atheist.[9] He is very connected to Jewish traditions such as daily prayer, tefillin, and Kiddush on Friday night. [10] In an interview with Heeb Magazine, he is "... trying to educate our children and live under God.” [11] His writings on morality focus on clarity between right and wrong. [12] He believes that Jews have always expected a return to Israel as expressed in songs, prayers and holidays.[13]
Emeritus Chief Rabbi, The Right Honourable Lord Jonathan Sacks quoted Judea Pearl's beliefs in a lesson on Judaism. "I asked Judea Pearl, father of the murdered journalist Daniel Pearl, why he was working for reconciliation between Jews and Muslims, he replied with heartbreaking lucidity, “Hate killed my son. Therefore I am determined to fight hate.”[14]
Former Israeli Chief Rabbi, Rabbi Yisrael Meir Lau, and partnered with Judea Pearl in the documentary "With My Whole Broken Heart."[15]
Murder of Daniel Pearl
In 2002, his son, Daniel Pearl, a journalist working for the Wall Street Journal was kidnapped and murdered in Pakistan, leading Judea and the other members of the family and friends to create the Daniel Pearl Foundation.[16] On the seventh anniversary of Daniel's death, Judea wrote an article in the Wall Street Journal titled Daniel Pearl and the Normalization of Evil: When will our luminaries stop making excuses for terror?.[17]
Research
Judea Pearl was one of the pioneers of Bayesian networks and the probabilistic approach to artificial intelligence, and one of the first to mathematize causal modeling in the empirical sciences. His work is also intended as a high-level cognitive model. He is interested in the philosophy of science, knowledge representation, nonstandard logics, and learning. Pearl is described as "one of the giants in the field of artificial intelligence” by UCLA computer science professor Richard Korf.[18] His work on causality has "revolutionized the understanding of causality in statistics, psychology, medicine and the social sciences" according to the Association for Computing Machinery.[19]
Notable contributions
- A summary of Pearl's scientific contributions is available in a chronological account authored by Stuart Russell (2012).
- An annotated bibliography of Pearl's contributions was compiled by the ACM in 2012.
Books
- Heuristics, Addison-Wesley, 1984
- Probabilistic Reasoning in Intelligent Systems, Morgan-Kaufmann, 1988
- Causality: Models, Reasoning, and Inference, Cambridge University Press, 2000
- I Am Jewish: Personal Reflections Inspired by the Last Words of Daniel Pearl, Jewish Lights, 2004.
Scientific papers
Lectures
- "The Mathematics of Causal Inference: With Reflections on Machine Learning" Lecture from the Microsoft Research Machine Learning Summit, Paris, April 2013.
- "Causes and Counterfactuals: Concepts, Principles and Tools" Tutorial from NIPS, December 2013.
- "The Algorithmization of Counterfactuals" video of the Rumelhart Lecture given July 21, 2011.
- "On Causes and Counterfactuals" video of a lecture given at a tribute symposium, March 12, 2010
- Honorary Doctorate of Science degree received from the University of Toronto - commencement speech given June 21, 2007
- "The Art and Science of Cause and Effect": a slideshow and tutorial lecture by Judea Pearl
- Reasoning with Cause and Effect
Awards
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- 2015—Named Fellow of ACM "For contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning".[20]
- 2014—Elected to the National Academy of Sciences.[21]
- 2012—Harvey Prize (For "foundational work that has touched a multitude of spheres of modern life")
- 2011—ACM Turing Award[1][2]
- 2011—IEEE Intelligent Systems' AI's Hall of Fame[22][23]
- 2011—David E. Rumelhart Prize (For Contributions to the Theoretical Foundations of Human Cognition)
- 2011—Rumelhart Prize Symposium in honor of Judea Pearl
- 2010—Festschrift and symposium in honor of Judea Pearl
- 2008—Benjamin Franklin Medal in Computers and Cognitive Science
- 2007—University of Toronto, Honorary Doctorate
- 2006—Purpose Prize
- 2004—2003 ACM Allen Newell Award
- 2003—Pekeris Memorial Lecture
- 2002—Corresponding Member, Spanish Academy of Engineering
- 2001—Lakatos Award, London School of Economics and Political Science
- 2000—AAAI Classic Paper Award
- 1999—IJCAI Award for Research Excellence in Artificial Intelligence
- 1996—UCLA 81st Faculty Research Lecturer
- 1995—Member, National Academy of Engineering
- 1990—Fellow, American Association for Artificial Intelligence (AAAI)
- 1988—Fellow, Institute of Electrical and Electronic Engineers (IEEE)
- 1975—NATO Senior Fellowship in Science
- 1965—RCA Laboratories Achievement Award
See also
References
- ↑ 1.0 1.1 1.2 Judea Pearl – A. M. Turing Award winner, ACM, retrieved 2012-03-14.
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- ↑ Judea Pearl from the Association for Computing Machinery (ACM) Digital Library
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- ↑ National Academy of Sciences Members and Foreign Associates Elected, National Academy of Sciences, April 29, 2014.
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- ↑ Lua error in package.lua at line 80: module 'strict' not found. Press release source: PRWeb (Vocus).
External links
Wikiquote has quotations related to: Judea Pearl |
- Judea Pearl's personal website
- Daniel Pearl Foundation Website
- Interview with Judea Pearl from the U.S. Holocaust Memorial Museum
- Interview with Judea Pearl on Robots and Free Will
- Judea Pearl at the Mathematics Genealogy Project
- Judea Pearl at the AI Genealogy Project.
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- Articles containing potentially dated statements from 2011
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- 1936 births
- Living people
- American atheists
- American computer scientists
- Artificial intelligence researchers
- Fellow Members of the IEEE
- Fellows of the Association for the Advancement of Artificial Intelligence
- Fellows of the Association for Computing Machinery
- Fellows of the American Academy of Arts and Sciences
- Israeli computer scientists
- Israeli atheists
- Israeli Jews
- Israeli philosophers
- Jewish atheists
- Jewish American scientists
- Jewish philosophers
- Rutgers University alumni
- Members of the United States National Academy of Engineering
- Members of the United States National Academy of Sciences
- Polytechnic Institute of New York University alumni
- University of California, Los Angeles faculty
- Turing Award laureates
- Rumelhart Prize laureates