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UAI
2004
15 years 8 months ago
On the Choice of Regions for Generalized Belief Propagation
Generalized belief propagation (GBP) has proven to be a promising technique for approximate inference tasks in AI and machine learning. However, the choice of a good set of cluste...
Max Welling
ISCAPDCS
2003
15 years 8 months ago
Design and Analysis of Improved Shortest Path Tree Update for Network Routing
The quick construction of the Shortest Path Tree (SPT) is essential to achieve fast routing speed for an interior network using link state protocols, such as OSPF and IS-IS. Whene...
Bin Xiao, Qingfeng Zhuge, Zili Shao, Edwin Hsing-M...
WOA
2001
15 years 8 months ago
Multi-Agent Systems as Composition of Observable Systems
Observation is becoming a crucial issue in the engineering of today's systems: the common practice for dealing with their complexity is to encapsulate their subcomponents abs...
Mirko Viroli, Andrea Omicini
WSC
2004
15 years 8 months ago
Applying Statistical Control Techniques to Air Traffic Simulations
While the literature contains several adaptive sampling techniques for statistical comparison of competing simulated system configurations and for embedded statistical computation...
Kirk C. Benson, David Goldsman, Amy R. Pritchett
WSC
2004
15 years 8 months ago
Approximating Component Selection
Simulation composability is a difficult capability to achieve due to the challenges of creating components, selecting combinations of components, and integrating the selected comp...
Michael Roy Fox, David C. Brogan, Paul F. Reynolds...
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