1278 search results - page 25 / 256 » Robust probabilistic projections |
148
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AIPS
2007
15 years 5 months ago
2007
In this paper, we propose an extended local search framework to solve combinatorial optimization problems with data uncertainty. Our approach represents a major departure from sce...
126
Voted
MCS
2006
Springer
15 years 3 months ago
2006
Springer
8 The training of some types of neural networks leads to separable non-linear least squares problems. These problems may be9 ill-conditioned and require special techniques. A robus...
140
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ICLP
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. The FORCES project aims at providing robust and declarative formalisms for analyzing systems in the emerging areas of Security Protocols, Biological Systems and Multimedi...
143
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CIKM
2008
Springer
15 years 5 months ago
2008
Springer
Random projection (RP) is a common technique for dimensionality reduction under L2 norm for which many significant space embedding results have been demonstrated. However, many si...
133
Voted
VLDB
2002
ACM
15 years 3 months ago
2002
ACM
Abstract. Support vector machines (SVMs) have shown superb performance for text classification tasks. They are accurate, robust, and quick to apply to test instances. Their only po...