1334 search results - page 15 / 267 » Composite kernel learning |
107
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OTM
2007
Springer
15 years 8 months ago
2007
Springer
Frameworks that support the implementation and execution of service compositions are a fundamental component of middleware infrastructures that support the design of adaptive syste...
109
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NECO
2010
15 years 22 days ago
2010
In this paper we develop a novel generalization bound for learning the kernel problem. First, we show that the generalization analysis of the kernel learning problem reduces to in...
140
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ACCV
2006
Springer
15 years 6 months ago
2006
Springer
Abstract. In this paper, we propose a new method for image classification, in which matrix based kernel features are designed to capture the multiple similarities between images in...
128
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EACL
2006
ACL Anthology
15 years 3 months ago
2006
ACL Anthology
In recent years tree kernels have been proposed for the automatic learning of natural language applications. Unfortunately, they show (a) an inherent super linear complexity and (...
109
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JMLR
2010
14 years 9 months ago
2010
Kernel approximation is commonly used to scale kernel-based algorithms to applications containing as many as several million instances. This paper analyzes the effect of such appr...