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145
Voted
ML
2010
ACM
15 years 29 days ago
2010
ACM
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
131
Voted
CCGRID
2010
IEEE
15 years 3 months ago
2010
IEEE
Abstract--Multi-core processors with accelerators are becoming commodity components for high-performance computing at scale. While accelerator-based processors have been studied in...
113
Voted
ICIP
2003
IEEE
16 years 4 months ago
2003
IEEE
Robust semantic labeling of image regions is a basic problem in representing and retrieving image/video content. We propose an SVM-MRF framework to model features and their spatia...
135
Voted
IJCAI
2007
15 years 4 months ago
2007
In distributed combinatorial optimization problems, dynamic programming algorithms like DPOP ([Petcu and Faltings, 2005]) require only a linear number of messages, thus generating...
116
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SC
2005
ACM
15 years 8 months ago
2005
ACM
The availability of inexpensive “off the shelf” machines increases the likelihood that parallel programs run on heterogeneous clusters of machines. These programs are increasi...