Feedback message passing for inference in Gaussian graphical models

Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2010. === Includes bibliographical references (p. 89-92). === For Gaussian graphical models with cycles, loopy belief propagation often performs reasonably well, but its convergence is not gua...

Full description

Bibliographic Details
Main Author: Liu, Ying, Ph. D. Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Other Authors: Alan S. Willsky.
Format: Others
Language:English
Published: Massachusetts Institute of Technology 2010
Subjects:
Online Access:http://hdl.handle.net/1721.1/60177