3006 search results - page 81 / 602 » Dimensionality reduction and generalization |
177
Voted
JMLR
2010
15 years 3 days ago
2010
Different aspects of the curse of dimensionality are known to present serious challenges to various machine-learning methods and tasks. This paper explores a new aspect of the dim...
224
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JMLR
2010
15 years 3 days ago
2010
We address instance-based learning from a perceptual organization standpoint and present methods for dimensionality estimation, manifold learning and function approximation. Under...
157
Voted
TCAD
2008
15 years 5 months ago
2008
Power consumption has emerged as the premier and most constraining aspect in modern microprocessor and application-specific designs. Gate sizing has been shown to be one of the mos...
156
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CVPR
2005
IEEE
16 years 7 months ago
2005
IEEE
In this paper, we present a novel approach to solving the supervised dimensionality reduction problem by encoding an image object as a general tensor of 2nd or higher order. First...
136
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IPPS
2006
IEEE
15 years 11 months ago
2006
IEEE
The development of Field Programmable Gate Arrays (FPGAs) had tremendous improvements in the last few years. They were extended from simple logic circuits to complex Systems-on-Ch...