Advanced Mean Field Methods
Subtitle: Theory and Practice (Neural Information Processing)
Contributors: Manfred Opper (Editor); David Saad (Editor)
Publisher: The MIT Press
Published: February 19, 2001
Language: eng
Format: Hardcover
Number of pages: 300
ISBN-13: 9780262150545
Subjects: General Theory of Computing; Probability & statistics; Statistical Physics; Science; Mathematics; Science/Mathematics; Computer Science; Probability & Statistics - General; Computers / Computer Science; Mathematical Physics; Mean field theory
First sentence: A major problem in modern probabilistic modeling is the huge computational complexity involved in typical calculations with multivariate probability distributions when the number of random variables is large.