Algebraic methods of classifying directed graphical models

In information theory, structural system constraints are frequently described in the form of a directed acyclic graphical model (DAG). This paper addresses the question of classifying DAGs up to an isomorphism. By considering Gaussian densities, the question reduces to verifying equality of certain...

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Bibliographic Details
Main Authors: Polyanskiy, Yury, Hosseini Roozbehani, Hajir
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2016
Online Access:http://hdl.handle.net/1721.1/100995
https://orcid.org/0000-0001-7755-6814
https://orcid.org/0000-0002-2109-0979