Approximate inference : decomposition methods with applications to networks

Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Mathematics, 2009. === Includes bibliographical references (p. 147-151). === Markov random field (MRF) model provides an elegant probabilistic framework to formulate inter-dependency between a large number of random variables. In this...

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Bibliographic Details
Main Author: Jung, Kyomin
Other Authors: Devavrat Shah.
Format: Others
Language:English
Published: Massachusetts Institute of Technology 2010
Subjects:
Online Access:http://hdl.handle.net/1721.1/50595