613 search results - page 7 / 123 » The Pre-Image Problem in Kernel Methods |
86
Voted
PR
2006
14 years 11 months ago
2006
Choosing appropriate values for kernel parameters is one of the key problems in many kernel-based methods because the values of these parameters have significant impact on the per...
105
Voted
ACL
2012
13 years 2 months ago
2012
Learning for sentence re-writing is a fundamental task in natural language processing and information retrieval. In this paper, we propose a new class of kernel functions, referre...
137
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ICMCS
2005
IEEE
15 years 5 months ago
2005
IEEE
Kernel based methods such as Support Vector Machine (SVM) have provided successful tools for solving many recognition problems. One of the reason of this success is the use of ker...
114
Voted
KDD
2004
ACM
16 years 19 hour ago
2004
ACM
We devise a boosting approach to classification and regression based on column generation using a mixture of kernels. Traditional kernel methods construct models based on a single...
113
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PR
2008
14 years 11 months ago
2008
Clustering algorithms are a useful tool to explore data structures and have been employed in many disciplines. The focus of this paper is the partitioning clustering problem with ...