Cooperative graphical models

We study a rich family of distributions that capture variable interactions significantly more expressive than those representable with low-treewidth or pairwise graphical models, or log-supermodular models. We call these cooperative graphical models. Yet, this family retains structure, which we care...

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Bibliographic Details
Main Author: Jegelka, Stefanie Sabrina
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: Morgan Kaufmann Publishers 2021
Online Access:https://hdl.handle.net/1721.1/129327