Triangulation by Continuous Embedding

When triangulating a belief network we aim to obtain a junction tree of minimum state space. Searching for the optimal triangulation can be cast as a search over all the permutations of the network's vaeriables. Our approach is to embed the discrete set of permutations in a convex continu...

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Bibliographic Details
Main Authors: Meila, Marina, Jordan, Michael I.
Language:en_US
Published: 2004
Subjects:
Online Access:http://hdl.handle.net/1721.1/7176