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» Optimization of Machine Descriptions for Efficient Use
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ICML
2008
IEEE
14 years 8 months ago
On partial optimality in multi-label MRFs
We consider the problem of optimizing multilabel MRFs, which is in general NP-hard and ubiquitous in low-level computer vision. One approach for its solution is to formulate it as...
Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rot...
IPPS
2003
IEEE
14 years 1 months ago
The CoGenT Project: Co-Generating Compilers and Simulators for Dynamically Compiled Languages
To understand the performance of modern Java systems one must observe execution in the context of specific architectures. It is also important that we make these observations usi...
J. Eliot B. Moss, Charles C. Weems, Timothy Richar...
VLDB
2007
ACM
204views Database» more  VLDB 2007»
14 years 2 months ago
Optimization of Frequent Itemset Mining on Multiple-Core Processor
Multi-core processors are proliferated across different domains in recent years. In this paper, we study the performance of frequent pattern mining on a modern multi-core machine....
Eric Li, Li Liu
ECAI
2008
Springer
13 years 9 months ago
Optimizing Causal Link Based Web Service Composition
Automation of Web service composition is one of the most interesting challenges facing the Semantic Web today. Since Web services have been enhanced with formal semantic descriptio...
Freddy Lécué, Alexandre Delteil, Ala...
CIDM
2007
IEEE
13 years 12 months ago
Efficient Kernel-based Learning for Trees
Kernel methods are effective approaches to the modeling of structured objects in learning algorithms. Their major drawback is the typically high computational complexity of kernel ...
Fabio Aiolli, Giovanni Da San Martino, Alessandro ...