3006 search results - page 45 / 602 » Dimensionality reduction and generalization |
139
Voted
ICIP
2005
IEEE
16 years 5 months ago
2005
IEEE
We study the use of kernel subspace methods that learn low-dimensional subspace representations for classification tasks. In particular, we propose a new method called kernel weigh...
137
Voted
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
1 A kernel determines the inductive bias of a learning algorithm on a specific data set, and it is beneficial to design specific kernel for a given data set. In this work, we propo...
123
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UM
2009
Springer
15 years 10 months ago
2009
Springer
Abstract. Words mean different things to different people, and capturing these differences is often a subtle art. These differences are often “a matter of perspective,” and...
98
Voted
ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
131
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GFKL
2007
Springer
15 years 9 months ago
2007
Springer
Recommender Systems are gaining widespread acceptance in e-commerce applications to confront the information overload problem. Collaborative Filtering (CF) is a successful recommen...