11910 search results - page 163 / 2382 » Online Learning Algorithms |
130
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ICRA
2010
IEEE
15 years 1 months ago
2010
IEEE
— Multi-target tracking becomes significantly more challenging when the targets are in close proximity or frequently interact with each other. This paper presents a promising tr...
131
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
We show how the regularizer of Transductive Support Vector Machines (TSVM) can be trained by stochastic gradient descent for linear models and multi-layer architectures. The resul...
146
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MLDM
2009
Springer
15 years 9 months ago
2009
Springer
We face the problem of novelty detection from stream data, that is, the identification of new or unknown situations in an ordered sequence of objects which arrive on-line, at cons...
126
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GECCO
2005
Springer
15 years 8 months ago
2005
Springer
XCS is a flexible system for data mining due to its ability to deal with environmental changes, learn online with little prior knowledge and evolve accurate and maximally general...
131
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STOC
2007
ACM
16 years 3 months ago
2007
ACM
In an online linear optimization problem, on each period t, an online algorithm chooses st S from a fixed (possibly infinite) set S of feasible decisions. Nature (who may be adve...