3050 search results - page 27 / 610 » On-line Algorithms in Machine Learning |
ICALT
2007
IEEE
15 years 8 months ago
2007
IEEE
The creation of personalized learning experiences is considered as a necessity to cope with the overwhelming amount of available learning material. This paper presents a personali...
115
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CORR
2010
Springer
15 years 2 months ago
2010
Springer
Abstract--We give sublinear-time approximation algorithms for some optimization problems arising in machine learning, such as training linear classifiers and finding minimum enclos...
146
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
The choice of the kernel function which determines the mapping between the input space and the feature space is of crucial importance to kernel methods. The past few years have se...
103
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ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
Most machine learning algorithms are lazy: they extract from the training set the minimum information needed to predict its labels. Unfortunately, this often leads to models that ...
SBIA
2000
Springer
15 years 6 months ago
2000
Springer
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