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» The Tractability of Global Constraints
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ECCV
2010
Springer
15 years 11 months ago
Graph Cut based Inference with Co-occurrence Statistics
Abstract. Markov and Conditional random fields (CRFs) used in computer vision typically model only local interactions between variables, as this is computationally tractable. In t...
LCPC
2000
Springer
15 years 10 months ago
SmartApps: An Application Centric Approach to High Performance Computing
State-of-the-art run-time systems are a poor match to diverse, dynamic distributed applications because they are designed to provide support to a wide variety of applications, with...
Lawrence Rauchwerger, Nancy M. Amato, Josep Torrel...
NIPS
2008
15 years 7 months ago
Learning Bounded Treewidth Bayesian Networks
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...
Gal Elidan, Stephen Gould
JSAC
2006
108views more  JSAC 2006»
15 years 6 months ago
Distributed Nonlinear Integer Optimization for Data-Optical Internetworking
Abstract--We present a novel approach for joint optical network provisioning and Internet protocol (IP) traffic engineering, in which the IP and optical networks collaboratively op...
Anwar Elwalid, Debasis Mitra, Qiong Wang
ECRTS
2007
IEEE
16 years 21 days ago
Tardiness Bounds for FIFO Scheduling on Multiprocessors
FIFO scheduling is often considered to be inappropriate for scheduling workloads that are subject to timing constraints. However, FIFO is implemented in many generalpurpose OSs, a...
Hennadiy Leontyev, James H. Anderson