272 search results - page 48 / 55 » Regression Learning Vector Quantization |
138
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AAAI
2007
15 years 6 months ago
2007
String kernels directly model sequence similarities without the necessity of extracting numerical features in a vector space. Since they better capture complex traits in the seque...
143
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JMLR
2010
15 years 2 months ago
2010
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
139
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COLT
1999
Springer
15 years 8 months ago
1999
Springer
We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
122
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CVPR
2008
IEEE
16 years 6 months ago
2008
IEEE
In this work we introduce a novel approach to object categorization that incorporates two types of context ? cooccurrence and relative location ? with local appearancebased featur...
125
Voted
IUI
2003
ACM
15 years 9 months ago
2003
ACM
The user expectations for usability and personalization along with decreasing size of handheld devices challenge traditional keypad layout design. We have developed a method for o...