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Semiring-based mini-bucket partitioning schemes

Autor
Rollon, E.; Larrosa, J.; Dechter, R.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
23rd International Joint Conference on Artificial Intelligence
Any de l'edició
2013
Data de presentació
2013-08-03
Llibre d'actes
23rd International Joint Conference on Artificial Intelligence
Pàgina inicial
644
Pàgina final
650
Editor
AAAI Press. Association for the Advancement of Artificial Intelligence
Repositori
http://hdl.handle.net/2117/23343 Obrir en finestra nova
URL
http://dl.acm.org/citation.cfm?id=2540222 Obrir en finestra nova
Resum
Graphical models are one of the most prominent frameworks to model complex systems and efficiently query them. Their underlying algebraic properties are captured by a valuation structure that, most usually, is a semiring. Depending on the semiring of choice, we can capture probabilistic models, constraint networks, cost networks, etc. In this paper we address the partitioning problem which occurs in many approximation techniques such as mini-bucket elimination and join- graph propagation algorit...
Citació
Rollón, E.; Larrosa, J.; Dechter, R. Semiring-based mini-bucket partitioning schemes. A: International Joint Conference on Artificial Intelligence. "23rd International Joint Conference on Artificial Intelligence". Beijing: AAAI Press. Association for the Advancement of Artificial Intelligence, 2013, p. 644-650.
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