2252 search results - page 46 / 451 » A distributed machine learning framework |
104
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ICML
2002
IEEE
16 years 19 days ago
2002
IEEE
We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
ICALT
2006
IEEE
15 years 5 months ago
2006
IEEE
raction of free-standing metadata describing learning objects is typified by an analytical model which primarily focuses on the encoding of discrete properties pertaining to the ...
105
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ICML
1990
IEEE
15 years 3 months ago
1990
IEEE
We present an approach to modeling the average case behavior of learning algorithms. Our motivation is to predict the expected accuracy of learning algorithms as a function of the...
ECTEL
2006
Springer
15 years 3 months ago
2006
Springer
Enhancement of learning with technology has been accelerating thanks to the advancement of information technology (IT) and the development of IT standards for learning. The purpose...
118
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ICDM
2009
IEEE
14 years 9 months ago
2009
IEEE
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...