566 search results - page 6 / 114 » Approximation Spaces in Machine Learning and Pattern Recogni... |
103
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ADCM
2006
15 years 1 months ago
2006
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
118
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CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
Linear and affine subspaces are commonly used to describe appearance of objects under different lighting, viewpoint, articulation, and identity. A natural problem arising from the...
142
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MCS
2000
Springer
15 years 4 months ago
2000
Springer
Ensemble methods are learning algorithms that construct a set of classi ers and then classify new data points by taking a (weighted) vote of their predictions. The original ensembl...
100
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ICSM
2005
IEEE
15 years 6 months ago
2005
IEEE
Design patterns present good solutions to frequently occurring problems in object-oriented software design. Thus their correct application in a system’s design may significantl...
124
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CVPR
2005
IEEE
16 years 3 months ago
2005
IEEE
We present a method for training a similarity metric from data. The method can be used for recognition or verification applications where the number of categories is very large an...