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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).
Causality: Models, Reasoning, and Inference (2000; [1] updated 2009 [2]) is a book by Judea Pearl. [3] It is an exposition and analysis of causality. [4] [5] It is considered to have been instrumental in laying the foundations of the modern debate on causal inference in several fields including statistics, computer science and epidemiology. [6]
Judea Pearl and Azaria Paz [1] coined the term "graphoids" after discovering that a set of axioms that govern conditional independence in probability theory is shared by undirected graphs. Variables are represented as nodes in a graph in such a way that variable sets X and Y are independent conditioned on Z in the distribution whenever node set ...
Judea Pearl, an Israeli American professor of computer science at UCLA, said the testimonies fell short because the presidents "did not say anything." ... Sign up for Essential California for news ...
The algorithm was first proposed by Judea Pearl in 1982, [2] who formulated it as an exact inference algorithm on trees, later extended to polytrees. [3] While the algorithm is not exact on general graphs, it has been shown to be a useful approximate algorithm. [4]
Identifying a Markov blanket or a Markov boundary helps to extract useful features. The terms of Markov blanket and Markov boundary were coined by Judea Pearl in 1988. [1] A Markov blanket can be constituted by a set of Markov chains.
The Daniel Pearl Foundation is a foundation based in the United States. The foundation was formed by his parents Ruth and Judea Pearl after musician and Wall Street Journal reporter Daniel Pearl was kidnapped and murdered by terrorists in Karachi, Pakistan in 2002. [2] The foundation was founded in the same year. [3]
AUBURN — A 15-year-old boy was rescued from a Northern California mine shaft, officials said Monday. It happened in the Placer County city of Auburn near China Bar in the Auburn State Recreation ...