Judea Pearl (born September 4, 1936) is an Israeli-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".
Judea Pearl at NIPS 2013
September 4, 1936 |
Tel Aviv, British Palestine
(present day Israel)
|Fields||Computer science, statistics|
New York University Tandon School of Engineering
|Thesis||Vortex Theory of Superconductive Memories (1965)|
|Doctoral advisor||L. Strauss
|Known for||Artificial Intelligence
|Notable awards||IJCAI Award for Research Excellence(1999)
ACM Turing Award (2011)
Rumelhart Prize (2011)
Harvey Prize (2011)
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.
Judea Pearl was born in Tel Aviv, British Mandate for Palestine, in 1936 to Polish-immigrant parents and received a B.S. degree in Electrical Engineering from the Technion in 1960. In 1960 he emigrated to the United States and received a master's degree in Physics from Rutgers University and a Ph.D. degree in electrical engineering from the New York University Tandon School of Engineering (then Polytechnic Institute of Brooklyn) 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, he joined UCLA's School of Engineering in 1970 and started work on probabilistic artificial intelligence. He is one of the founding editors of the Journal of Causal Inference.
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.
On his religious views, Pearl states that he doesn't believe in God. He is very connected to Jewish traditions such as daily prayer, tefillin, and Kiddush on Friday night. In an interview with Heeb Magazine, he is "... trying to educate our children and live under God." His writings on morality focus on clarity between right and wrong. He believes that Jews have always expected a return to Israel as expressed in songs, prayers and holidays.
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."
Former Israeli Chief Rabbi, Rabbi Yisrael Meir Lau, and partnered with Judea Pearl in the documentary "With My Whole Broken Heart."
Murder of Daniel PearlEdit
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. 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?.
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. 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.
- 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.
- 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.
- Causal Inference in Statistics: A Primer, (with Madelyn Glymour and Nicholas Jewell), Wiley, 2016. ISBN 978-1119186847
- A previous survey: Causal inference in statistics: An overview, Statistics Surveys, 3:96–146, 2009.
- "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
- 2015—Named Fellow of ACM "For contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning".
- 2014—Elected to the National Academy of Sciences.
- 2012—Harvey Prize (For "foundational work that has touched a multitude of spheres of modern life")
- 2011—ACM Turing Award
- 2011—IEEE Intelligent Systems' AI's Hall of Fame
- 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
- Judea Pearl – A. M. Turing Award winner, ACM, retrieved 2012-03-14.
- Gold, Virginia (March 15, 2012). "Judea Pearl Wins ACM A.M. Turing Award for Contributions that Transformed Artificial Intelligence". The Association for Computing Machinery. Archived from the original on March 16, 2012. Retrieved March 15, 2012.
ACM, the Association for Computing Machinery today named Judea Pearl of the University of California, Los Angeles the winner of the 2011 ACM A.M. Turing Award for innovations that enabled remarkable advances in the partnership between humans and machines that is the foundation of Artificial Intelligence (AI).
- Judea Pearl author profile page at the ACM Digital Library
- Goth, G. (2006). "Judea Pearl Interview: A Giant of Artificial Intelligence Takes on All-Too-Real Hatred". IEEE Internet Computing. 10 (5): 6. doi:10.1109/MIC.2006.107.
- Fonda, Daren (September 27, 2003). "On the Trail of Daniel Pearl". TIME. Retrieved July 20, 2011.
- Escobar, Pepe (June 28, 2003). "Who killed Daniel Pearl?". Book Review. Asia Times Online. Retrieved July 20, 2011.
- Leah Hoffmann (2012). "Q&A: A Sure Thing". Communications of the ACM. 55 (6): 135–136. doi:10.1145/2184319.2184347.
- "International Advisory Board Profiles". NGO Monitor. 2011. Retrieved July 20, 2011.
- Mathew Philips. "Tragedy and Opportunity: The parents of slain journalist Danny Pearl have devoted their lives to improving Muslim-Jewish relations.". Retrieved 12 July 2013.
I turned secular at the age of 11, by divine revelation. [Laughs.] I was standing on the roof of the house my father built, looking down on the street and suddenly it became very clear to me that there is no God.
- "Robots and the Illusion of Free Will - Conversation with Judea Pearl, Rumelhart Prize Winner". Starting from 41:14: The Science Network. July 22, 2011.
I'm, of course, prisoner of my upbringing, which means my store of metaphors comes from the Bible and comes from history of the Jewish people. But I don't believe in God. Actually, I know there isn't [a] God.
- Fishman Orlins, Susan (November 2006). "The Price of Being Jewish: An Interview with Judea Pearl". Moment.
Did you pray for Danny’s safe return? No, I don’t believe in a God [that] would listen to me. But I do pray every morning. I lay tefillin. I started a year ago. But aren’t you a secular Jew? I’ll give you the same answer I gave 10 Muslims who joined me for dinner one Friday night. I said, "Oh, it’s Friday night. I have to do Kiddush."
- Neuman, Joshua (June 7, 2010). "Like Son, Like Father: Judea Pearl". Heeb.
I see people getting together, Muslims and Jews, elevating above differences and recognizing that we’re all human beings trying to make sense of what’s going on, trying to educate our children and live under God.
- Pearl, Judah (September 22, 2014). "Klinghoffer an Opera and a Protest". New York Times.
- Lipner, Rose (December 2, 2014). "Judea Pearl challenges students at JSPA conference". Shalhevet High School. The Boiling Point.
- Emeritus Chief Rabbi, The Right Honourable Lord Sacks (September 5, 2014). "Judaism: Covenant & Conversation: Against Hate". Israel National News.
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."
- Wilkinson, Phaedra (10 July 2015). "From the community: With My Whole Broken Heart". Chicago Tribune.
- "Biography of Dr. Judea Pearl". Daniel Pearl Foundation. 2011. Retrieved July 20, 2011.
- Pearl, Judea (February 3, 2009). "Daniel Pearl and the Normalization of Evil". The Wall Street Journal. p. A15. Retrieved July 20, 2011.
- Amundson, Marlys (Fall 2004). "A Profile of Judea Pearl – Computer Science Pioneer,Visionary" (PDF). UCLA Engineer. UCLA Henry Samueli School of Engineering and Applied Science (12): 16–17. Retrieved July 20, 2011.
- "ACM HONORS INNOVATORS WHO CHANGED THE SCIENTIFIC WORLD". New York: Association for Computing Machinery. April 27, 2004. Retrieved July 20, 2011.
- "ACM Fellows Named for Computing Innovations that Are Advancing Technology in the Digital Age". ACM. 8 December 2015. Retrieved 9 December 2015.
- National Academy of Sciences Members and Foreign Associates Elected, National Academy of Sciences, April 29, 2014.
- "AI's Hall of Fame" (PDF). IEEE Intelligent Systems. IEEE Computer Society. 26 (4): 5–15. 2011. doi:10.1109/MIS.2011.64.
- "IEEE Computer Society Magazine Honors Artificial Intelligence Leaders". DigitalJournal.com. August 24, 2011. Retrieved September 18, 2011. Press release source: PRWeb (Vocus).
|Wikiquote has quotations related to: Judea Pearl|