Browsing by Author "Dechter, Rina"
Rollón Rico, Emma; Dechter, Rina (2009)
Open AccessMini-Bucket Elimination (MBE) is a well-known approximation algorithm deriving lower and upper bounds on quantities of interest over graphical models. It relies on a procedure that partitions a set of functions, called ...
Rollón Rico, Emma; Larrosa Bondia, Francisco Javier; Dechter, Rina (AAAI Press. Association for the Advancement of Artificial Intelligence, 2013)
Restricted access - publisher's policyGraphical 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. ...