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CORR
2012
Springer
214views Education» more  CORR 2012»
12 years 1 months ago
Sum-Product Networks: A New Deep Architecture
The key limiting factor in graphical model inference and learning is the complexity of the partition function. We thus ask the question: what are the most general conditions under...
Hoifung Poon, Pedro Domingos
INFOCOM
2007
IEEE
14 years 2 days ago
Performance Evaluation of Loss Networks via Factor Graphs and the Sum-Product Algorithm
— Loss networks provide a powerful tool for the analysis and design of many communication and networking systems. It is well known that a large number of loss networks have produ...
Jian Ni, Sekhar Tatikonda
TSP
2008
151views more  TSP 2008»
13 years 5 months ago
Convergence Analysis of Reweighted Sum-Product Algorithms
Markov random fields are designed to represent structured dependencies among large collections of random variables, and are well-suited to capture the structure of real-world sign...
Tanya Roosta, Martin J. Wainwright, Shankar S. Sas...
ICEB
2004
177views Business» more  ICEB 2004»
13 years 7 months ago
Integrated Optimization Model of Production Planning and Scheduling for Batch Production
An integrated optimization model of production plan and scheduling is introduced. Function objective is to minimize sum of total setup cost (initial setup cost and related setup c...
Wenli Shang, Yushun Fan
FMOODS
2008
13 years 7 months ago
Modeling and Model Checking Software Product Lines
Abstract. Software product line engineering combines the individual developments of systems to the development of a family of systems consisting of common and variable assets. In t...
Alexander Gruler, Martin Leucker, Kathrin D. Schei...