Judea Pearl
Judea Pearl is an Israeli-American computer scientist and philosopher, best known for championing the probabilistic approach to artificial intelligence and the development of Bayesian networks. He is also credited for developing a theory of causal and counterfactual inference based on structural models. In 2011, the Association for Computing Machinery awarded Pearl with the 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". He is the author of several books, including the technical Causality: Models, Reasoning and Inference, and The Book of Why, a book on causality aimed at the general public.
Judea Pearl is the father of journalist Daniel Pearl, who was kidnapped and murdered by terrorists in Pakistan connected with Al-Qaeda and the International Islamic Front in 2002.
Biography
Judea Pearl was born in Tel Aviv, British Mandate for Palestine, in 1936 to Eliezer and Tova Pearl, who were Polish Jewish immigrants, grew up in Bnei Brak. His grandfather Chaim Pearl was one of Bnei Brak's founders. He is a descendant of Menachem Mendel of Kotzk on his mother's side. After serving in the Israel Defense Forces and joining a kibbutz, Pearl decided to study engineering in 1956. He received a B.S. in electrical engineering from the Technion 1960. That same year, he emigrated to the United States and pursued graduate studies. He received an M.S. in electrical engineering from the Newark College of Engineering in 1961, and went on to receive an M.S. in physics from Rutgers University and a PhD in electrical engineering from the Polytechnic Institute of Brooklyn in 1965. He worked at RCA Research Laboratories in Princeton, New Jersey on superconductive parametric amplifiers 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, he is a member of the International Advisory Board of NGO Monitor.
Former Israeli Chief Rabbi, Rabbi Yisrael Meir Lau, partnered with Judea Pearl in the documentary With My Whole Broken Heart.
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. 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?.Emeritus Chief Rabbi 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.'"
Views
On his religious views, Pearl states that he is a "practicing disbeliever." He is very connected to Jewish traditions such as holidays and kiddush on Friday night.Pearl sits on NGO Monitor international advisory board a organization based in Jerusalem that reports on non-governmental organization activity from a pro-Israel perspective.
Research
Judea Pearl is credited for "laying the foundations of modern artificial intelligence, so computer systems can process uncertainty and relate causes to effects."He is 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 E. 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.
Notable contributions
- A summary of Pearl's scientific contributions is available in a chronological authored by Stuart J. Russell.
- An of Pearl's contributions was compiled by the ACM in 2012.
- A video describing Pearl's major contributions to AI is available .
- Pearl's opinion pieces, touching on Jewish identity, the war on terrorism, and the Middle East conflict can be accessed .
Books
- Heuristics, Addison-Wesley, 1984
- Probabilistic Reasoning in Intelligent Systems, Morgan-Kaufmann, 1988
- , Jewish Lights, 2004.
- Causal Inference in Statistics: A Primer,, Wiley, 2016.
- * A previous survey: , Statistics Surveys, 3:96–146, 2009.
Awards
- Foreign Member of the Royal Society
- from the Conference on Information Processing and Management of Uncertainty
- from International Conference on Principles of Knowledge Representation and Reasoning
- BBVA Foundation Frontiers of Knowledge Award
- Carnegie Corporation of New York as an honoree of the Great Immigrants Awards
- Classic Paper Award, Artificial Intelligence Journal
- Honorary Fellow, Royal Statistical Society
- Fellow of the American Statistical Association.
- Honorary Doctorate, Hebrew University of Jerusalem
- Honorary Doctorate, Yale University ,
- Edward A. Dickson Award, UCLA
- Ulf Grenander Prize, American Mathematical Society
- Sells Award for Distinguished Lifetime Achievement, Society for Multivariate Experimental Psychology
- Fellow, ACM
- Dickson Prize, Carnegie Mellon University
- Classic Paper Award, Artificial Intelligence Journal
- Honorary Doctorate, Carnegie Mellon University
- Member, National Academy of Sciences.
- Honorary Doctorate, Texas A&M
- Lynford Lecture and Distinguished Alumni Award, NYU-Polytechnic
- Medallion Lecture, Institute of Mathematical Statistics, JSM-2013
- Special Issue honoring Judea Pearl, Cognitive Science Journal
- ACM Turing Award, Association for Computing Machinery
- Fellow, American Academy of Arts and Sciences
- Harvey Prize, Technion, Israel Institute of Technology
- Fellow, Cognitive Science Society
- David E. Rumelhart Prize, Cognitive Science Society
- IEEE Intelligent Systems' AI's Hall of Fame
- Otis Dudley Duncan Memorial Lecture, American Sociological Society
- Festschrift and symposium in honor of Judea Pearl
- Heuristics, Probability and Causality: A Tribute to Judea Pearl, R. Dechter, H. Geffner, and J.Y. Halpern, College Publication
- Honorary Doctorate, Chapman University
- Benjamin Franklin Medal in Computers and Cognitive Science, The Franklin Institute
- Honorary Doctorate of Science, University of Toronto
- Purpose Prize
- Classic Paper Award, AAAI
- Allen Newell Award, Association for Computing Machinery
- Pekeris Memorial Lecture, The Weizmann Institute of Science
- Corresponding Member, Spanish Academy of Engineering
- Lakatos Award, The London School of Economics and Political Science
- Classic Paper Award, AAAI
- IJCAI Research Excellence Award in Artificial Intelligence, International Joint Conference in Artificial Intelligence
- UCLA 81st Faculty Research Lecturer
- Member, National Academy of Engineering
- Fellow, American Association of Artificial Intelligence ,
- Fellow, Institute of Electrical and Electronics Engineers ,
- RCA Laboratories Achievement Award