254 search results - page 41 / 51 » Filtered Gaussian Processes for Learning with Large Data-Set... |
156
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
— Ordinal regression is an important type of learning, which has properties of both classification and regression. Here we describe an effective approach to adapt a traditional ...
158
Voted
JMLR
2010
14 years 10 months ago
2010
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
126
Voted
RECOMB
2010
Springer
15 years 5 months ago
2010
Springer
In this work we consider an inference task that biologists are very good at: deciphering biological processes by bringing together knowledge that has been obtained by experiments u...
149
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CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Image retrieval critically relies on the distance function used to compare a query image to images in the database. We suggest to learn such distance functions by training binary ...
129
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CVPR
2010
IEEE
15 years 3 months ago
2010
IEEE
Object detection remains an important but challenging task in computer vision. We present a method that combines high accuracy with high efficiency. We adopt simplified forms of...