202 search results - page 20 / 41 » How Local Should a Learning Method Be |
132
Voted
IJON
2002
15 years 2 months ago
2002
We apply independent component analysis (ICA) for extracting an optimal basis to the problem of finding efficient features for a speaker. The basis functions learned by the algori...
129
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EUROCOLT
1999
Springer
15 years 6 months ago
1999
Springer
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...
111
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AROBOTS
2000
15 years 2 months ago
2000
Abstract. The development of robots that learn from experience is a relentless challenge confronting artificial intelligence today. This paper describes a robot learning method whi...
117
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CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
We address the image denoising problem, where zeromean white and homogeneous Gaussian additive noise should be removed from a given image. The approach taken is based on sparse an...
147
Voted
IJON
2008
15 years 2 months ago
2008
Image representation has been a key issue in vision research for many years. In order to represent various local image patterns or objects effectively, it is important to study th...