IEEE - Institute of Electrical and Electronics Engineers, Inc. - Maximum entropy relaxation for multiscale graphical model selection

ICASSP 2008. IEEE International Conference on Acoustic, Speech and Signal Processes

Author(s): Myung Jin Choi ; V. Chandrasekaran ; A.S. Willsky
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2008
Conference Location: Las Vegas, NV, USA
Conference Date: 31 March 2008
Page(s): 1,889 - 1,892
ISBN (CD): 978-1-4244-1484-0
ISBN (Paper): 978-1-4244-1483-3
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2008.4518003
Regular:

We consider the problem of learning multiscale graphical models. Given a collection of variables along with covariance specifications for these variables, we introduce hidden variables and learn a... View More

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